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Paper Citation Record · LEDGER

PanSt3R: Multi-view Consistent Panoptic Segmentation

As of 22 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 4 inbound Pith citation observations for arXiv:2506.21348.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.21348 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:36:18.342360Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T13:40:59.330788Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T13:44:40.751909Z

Reference resolution

80 of 80 outbound references displayed

  • verified exact3
  • verified fuzzy65
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 749c70f8-4413-4952-b358-978351681e10 · outbound

This paper cites SceneScript: Reconstructing Scenes With An Autoregressive Structured Language Model.

PanSt3R: Multi-view Consistent Panoptic Segmentation SceneScript: Reconstructing Scenes With An Autoregressive Structured Language Model

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:12.691238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:12.691238Z digest=sha256:06f1b5d22d3f7287b76b05645a7f636096e0a6143434ec07a3d89b92054d3f9f

Observation 09ada46e-4b48-4a8b-98fb-f9c935d99cbc · outbound

This paper cites Henriques, Andrew Zisserman, and Andrea Vedaldi.

PanSt3R: Multi-view Consistent Panoptic Segmentation Henriques, Andrew Zisserman, and Andrea Vedaldi

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:29.317111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:12.793670Z digest=sha256:9d4b66fb0bb0e0b63f5016211ccd70055e211b8b3393c60bfcabb8123354ac5e

Observation f2104d54-d8e5-49e1-8d61-429759c1dfd4 · outbound

This paper cites MUSt3R: Multi-view Network for Stereo 3D Reconstruction.

PanSt3R: Multi-view Consistent Panoptic Segmentation MUSt3R: Multi-view Network for Stereo 3D Reconstruction

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:29.199827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:12.866164Z digest=sha256:7857de3126434641936074114c61f2c9b55896d3191e3d8dc4c5adec3c7f6f7f

Observation 0afc3927-30fc-43e9-ad35-9987b2fe57a1 · outbound

This paper cites End-to-End Object Detection with Trans- formers.

PanSt3R: Multi-view Consistent Panoptic Segmentation End-to-End Object Detection with Trans- formers

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:29.074237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.011296Z digest=sha256:57d4c7816306c847b3e875517831976359adf035d14f1de5b8fa3dabc6fd4334

Observation 4dc3832c-716f-4c2c-b218-665a2e5638c1 · outbound

This paper cites TensoRF: Tensorial Radiance Fields.

PanSt3R: Multi-view Consistent Panoptic Segmentation TensoRF: Tensorial Radiance Fields

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:28.923426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.103121Z digest=sha256:3faf3096a219fc325ff60b551e506f8e70e49ca7903cb7b6bc19a8a62abc02e4

Observation b811511f-1f09-44e7-945b-5e5e482ffcf3 · outbound

This paper cites an unresolved cited work.

PanSt3R: Multi-view Consistent Panoptic Segmentation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:36:28.787023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.188933Z digest=sha256:f7bc56fe1b63e4a51cf424343808b78aafa3b6cb4dce484ba723a9c5b82338a7

Observation 6a726d0b-5f10-46a9-8862-f587c209ca29 · outbound

This paper cites Open-vocabulary Panoptic Seg- mentation with Embedding Modulation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Open-vocabulary Panoptic Seg- mentation with Embedding Modulation

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:28.666217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.250257Z digest=sha256:c41e24b5a56e82a25b15b8129e779a20b96b4183ffcb8053c1d791f08e31f06b

Observation ec9fc70e-fadd-432f-af1d-ef49cd942b10 · outbound

This paper cites Collins, Yukun Zhu, Ting Liu, Thomas S.

PanSt3R: Multi-view Consistent Panoptic Segmentation Collins, Yukun Zhu, Ting Liu, Thomas S

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:28.494949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.311025Z digest=sha256:1427f340896b90f76a1ea2a3e3321889f5eb6bd10110ef3b48fb93bedb19778c

Observation 178baec9-b30f-44b3-8759-d83dbda11353 · outbound

This paper cites Schwing, and Alexander Kirillov.

PanSt3R: Multi-view Consistent Panoptic Segmentation Schwing, and Alexander Kirillov

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:28.343076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.354259Z digest=sha256:6abfcf9bed7666f9cdda5dc78b20eede67a7bae0b17d4d57203113f7b8adbda7

Observation f6795ca5-c314-4d4c-82ae-9a3c28ad91c4 · outbound

This paper cites Buol: A bottom-up framework with occupancy-aware lifting for panoptic 3d scene reconstruction from a single image.

PanSt3R: Multi-view Consistent Panoptic Segmentation Buol: A bottom-up framework with occupancy-aware lifting for panoptic 3d scene reconstruction from a single image

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:28.195070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.414660Z digest=sha256:51901c075c09b0db23d08a7c203863917532e0cbb3a147a8591a0cd63f72f596

Observation 20083842-8897-4fae-9029-ac96578cf4d4 · outbound

This paper cites Panoptic 3d scene reconstruction from a single rgb image.

PanSt3R: Multi-view Consistent Panoptic Segmentation Panoptic 3d scene reconstruction from a single rgb image

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:28.061532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.482089Z digest=sha256:76c96b7d232b4bfb973b9cc14f7ae5b913c33349877b4199d14209dad64db5de

Observation 9bed8241-ed76-4199-b92b-0f01771ea51b · outbound

This paper cites Chang, Manolis Savva, Maciej Hal- ber, Thomas Funkhouser, and Matthias Nießner.

PanSt3R: Multi-view Consistent Panoptic Segmentation Chang, Manolis Savva, Maciej Hal- ber, Thomas Funkhouser, and Matthias Nießner

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:27.959265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.541720Z digest=sha256:9d26d15deb77cafcc003bf37c87cec613c70d41014c1240c1e4bab867a63528c

Observation 809bb950-827d-47dc-b635-f162d4d2c80e · outbound

This paper cites Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network.

PanSt3R: Multi-view Consistent Panoptic Segmentation Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:36:18.982768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.604589Z digest=sha256:a7c9a7aef87f0b26df30e967c68ed81661c3420dcd12a42aa7e777bb7842dbce

Observation a847f1b1-0184-450a-94d9-77ad56f17d40 · outbound

This paper cites Open- Vocabulary Universal Image Segmentation with MaskCLIP.

PanSt3R: Multi-view Consistent Panoptic Segmentation Open- Vocabulary Universal Image Segmentation with MaskCLIP

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:27.841696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.642226Z digest=sha256:ce0ae3d7cd207ffa9409f4070b21458f39f7fcbde364708e140e6f38470b0e1f

Observation 59be8f93-3baa-43e8-aa1b-d5c5fb2e0d5e · outbound

This paper cites Masked-attention Mask Transformer for Universal Image Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Masked-attention Mask Transformer for Universal Image Segmentation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:27.710985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.716413Z digest=sha256:ece28908be26709961914c24f08963187597cc08c2f5ff45f627323c0f3fbb1c

Observation 68bbe421-4597-420c-97fd-b90e1c33236b · outbound

This paper cites Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:27.596922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.791235Z digest=sha256:4569689777ac96f83b0c06bc19c270bcfb11620a4de1c48154851833e9b5db15

Observation 7859dbab-f1d5-4f33-b5ce-96636e1f444c · outbound

This paper cites SSAP: Single-Shot Instance Segmentation With Affinity Pyramid.

PanSt3R: Multi-view Consistent Panoptic Segmentation SSAP: Single-Shot Instance Segmentation With Affinity Pyramid

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:27.496243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.852976Z digest=sha256:1285363b0ae22e4442286d855a6bdfa18e596dcbc3ee6dfd3c87d68dae8fb0e5

Observation 9d036d0a-4925-48de-b34f-330a280f8406 · outbound

This paper cites an unresolved cited work.

PanSt3R: Multi-view Consistent Panoptic Segmentation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:36:27.398544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:13.925678Z digest=sha256:bb0628c1d25f98e7c903925bee356a1a4828ae1fa7488aa26e3d89d5dc01bb7f

Observation 8f01fc02-7768-4e54-b383-73194f5c938d · outbound

This paper cites Mask R-CNN.

PanSt3R: Multi-view Consistent Panoptic Segmentation Mask R-CNN

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:27.315826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.007483Z digest=sha256:15af8aa5ade1ef854adcabda3d34f17fc6976ed10bbb1d86ad3ce280232ce5f1

Observation 2aa6d6b8-171d-492e-947f-92fc193a07cb · outbound

This paper cites Primitive Generation and Semantic-related Alignment for Univer- sal Zero-Shot Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Primitive Generation and Semantic-related Alignment for Univer- sal Zero-Shot Segmentation

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:27.227944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.070922Z digest=sha256:4e2aece978176c3e6fb54dd30c8c588ec35464636d0cd72be80ef16db0b38bc8

Observation c81359ac-493d-4b78-952d-18ef1e1223de · outbound

This paper cites LiDAR-based Panoptic Segmentation via Dynamic Shifting Network.

PanSt3R: Multi-view Consistent Panoptic Segmentation LiDAR-based Panoptic Segmentation via Dynamic Shifting Network

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:27.120637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.132240Z digest=sha256:bbaf4b8d309dbe373dea37ca04db20018aaf5450294bc6adab4bef5a580063e5

Observation f1f43927-96a0-40e1-b829-3c4f652b8250 · outbound

This paper cites 3D Gaus- sian Splatting for Real-Time Radiance Field Rendering.

PanSt3R: Multi-view Consistent Panoptic Segmentation 3D Gaus- sian Splatting for Real-Time Radiance Field Rendering

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:26.982199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.198380Z digest=sha256:0adaa775684a6ff93d8b8ffeeda14377ed42570a7cff6bba0b8867c005426015

Observation 0cdcd06f-1889-4cdf-a90a-c250218a432f · outbound

This paper cites Panoptic Feature Pyramid Networks.

PanSt3R: Multi-view Consistent Panoptic Segmentation Panoptic Feature Pyramid Networks

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:26.855816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.251758Z digest=sha256:0878e725b83d6509f6338ebde84a38bd1f0696a24e3d355062bcbed911868067

Observation 00a543e2-9e49-42d9-85bd-4eb4bfffc7f8 · outbound

This paper cites Panoptic Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Panoptic Segmentation

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:26.758916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.298288Z digest=sha256:1070250f6c01bd081985911a0592f89cc5d8b3f95821f6155f98c9bcf1dc749c

Observation a0873cf3-4a2a-4095-8d61-94a033b4a97c · outbound

This paper cites Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:26.621482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.371351Z digest=sha256:39ce942062901de776b858b7bf1601d684b850cae0fe721e8f3411edb093b253

Observation 73aa4d7b-8114-41e9-a8b0-5629ade5a2bd · outbound

This paper cites Grounding Image Matching in 3D with MASt3R.

PanSt3R: Multi-view Consistent Panoptic Segmentation Grounding Image Matching in 3D with MASt3R

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:26.507371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.442645Z digest=sha256:04ff346d6fd1334c6a1b532e04a5fe50f7d477ca5031750ea16ce7995721531f

Observation d673f1ef-028e-427b-9213-bbbf0386911a · outbound

This paper cites Panoptic-PHNet: Towards Real- Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap.

PanSt3R: Multi-view Consistent Panoptic Segmentation Panoptic-PHNet: Towards Real- Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:26.368000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.506379Z digest=sha256:a41ae2993423a8e0f706891c5415a60229dc33a5f6201cdfb6646c55313c56df

Observation 00049bd7-3b4e-4679-9312-4070ef425aa1 · outbound

This paper cites Generalized Fo- cal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection.

PanSt3R: Multi-view Consistent Panoptic Segmentation Generalized Fo- cal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:26.224003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.574025Z digest=sha256:ffbc47a0a2d4f97d8d93b1ccdff63769595d76d3901cac13c0697c2d46a55d19

Observation c0cc1424-093d-458c-bac1-689b60f450a1 · outbound

This paper cites OMG-Seg: Is One Model Good Enough For All Segmentation? In CVPR, 2024.

PanSt3R: Multi-view Consistent Panoptic Segmentation OMG-Seg: Is One Model Good Enough For All Segmentation? In CVPR, 2024

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:26.083504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.647829Z digest=sha256:db73c5b77ee57a0461d8bd36474e92e056d941411c0e4691efd3c79641db2330

Observation d56db247-8e1b-445e-9e31-2d85b66b690b · outbound

This paper cites Attention- Guided Unified Network for Panoptic Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Attention- Guided Unified Network for Panoptic Segmentation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:25.899846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.707980Z digest=sha256:962d8059c6c4b5883198d35cdf32b9afc50b763f160d9709d6a4dc05ca35f076

Observation 8d61d7d8-e8ef-4250-9733-fa05e7ff95fc · outbound

This paper cites Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs.

PanSt3R: Multi-view Consistent Panoptic Segmentation Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:25.719107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.773267Z digest=sha256:4e2ffb8ee5a51f9ae7aecf130c569eff214cf2a328e463eeb13cb7471bd0e9ed

Observation a5eb436f-345c-4f52-906a-e01348921a7a · outbound

This paper cites Lawrence Zitnick.

PanSt3R: Multi-view Consistent Panoptic Segmentation Lawrence Zitnick

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:25.522505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.841802Z digest=sha256:3c583a6801a040131d8e0d31ddbb32eb4dd0794c6627aed923ec71415c5a9585

Observation e7f4462a-97b5-4a10-b62e-e42296c1f795 · outbound

This paper cites AnEnd-to-EndNetwork for Panoptic Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation AnEnd-to-EndNetwork for Panoptic Segmentation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:25.397711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.896374Z digest=sha256:2911676342a80e86c72f00906615737efd8ffeadcc1039d996145be9e557aecd

Observation 322f7cff-5afe-4fa6-8b40-25415b4753ce · outbound

This paper cites Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering.

PanSt3R: Multi-view Consistent Panoptic Segmentation Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:25.270552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:14.964824Z digest=sha256:0489e0c5b552259042206e6c8858a78cb1fea710a91c9e0224330ae2cd498e4b

Observation 8062f36f-0a61-440b-a0f7-0d80741dcbc8 · outbound

This paper cites LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes.

PanSt3R: Multi-view Consistent Panoptic Segmentation LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:15.038169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:15.038169Z digest=sha256:dfc766043c546bb9bc74a569ecfaf914def7c73db355e6045a37973a10e14c4c

Observation 54c156fc-a321-453a-bc67-927138f4b468 · outbound

This paper cites Srinivasan, Matthew Tancik, Jonathan T.

PanSt3R: Multi-view Consistent Panoptic Segmentation Srinivasan, Matthew Tancik, Jonathan T

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:25.165160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.103622Z digest=sha256:a749f288a21e3444b28edc541e95b33fda7c53d69a62b474c0c0cf5df01b8bb3

Observation 15dae01c-0ff7-4e0a-a2a3-ce9ddc344021 · outbound

This paper cites EfficientPS: Efficient Panoptic Segmentation.International Journal of Com- puter Vision, 129:1551–1579, 2021.

PanSt3R: Multi-view Consistent Panoptic Segmentation EfficientPS: Efficient Panoptic Segmentation.International Journal of Com- puter Vision, 129:1551–1579, 2021

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:25.059915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.169538Z digest=sha256:123c4587d953412eea4b6e882b96a1fa16a0f499591181914a19257a474a5220

Observation d2839e8b-9780-4bfd-9e8e-206329fed3f9 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

PanSt3R: Multi-view Consistent Panoptic Segmentation DINOv2: Learning Robust Visual Features without Supervision

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:24.931492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.222674Z digest=sha256:9bdfa7dd5d3aa48467bc27d12dcb93efa5d206d175808a77034494213b53736d

Observation bf1fdbe4-2c66-4a07-8d83-a85e31e7c53f · outbound

This paper cites OpenScene: 3D Scene Understanding with Open Vocabularies.

PanSt3R: Multi-view Consistent Panoptic Segmentation OpenScene: 3D Scene Understanding with Open Vocabularies

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:24.832135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.295003Z digest=sha256:cd1a2427cdae64f7e23f299d5df13f6cca0b1e736915d3fa7b180f6913cd7703

Observation 02a7c92e-f83d-4eb1-9508-05f0f3be6dea · outbound

This paper cites Seamless Scene Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Seamless Scene Segmentation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:24.710435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.351930Z digest=sha256:6d1df35e7cfe3d26ae1fbf98337216ddbf8c2a8257d0976702a2d2ba6ef9ab61

Observation 783babe1-f48b-4a3e-9093-3940ee777e60 · outbound

This paper cites Qi, Hao Su, Kaichun Mo, and Leonidas J.

PanSt3R: Multi-view Consistent Panoptic Segmentation Qi, Hao Su, Kaichun Mo, and Leonidas J

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:24.591980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.399325Z digest=sha256:f386efcf922143a24a17959e8a21cc1f96751272ac554729e9cbbfd04f837203

Observation 2185faab-67c9-4de7-adbd-08d521b5e1b5 · outbound

This paper cites an unresolved cited work.

PanSt3R: Multi-view Consistent Panoptic Segmentation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:36:24.466051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.464442Z digest=sha256:3b5a173108f56e648fc83bfbf76f784577460624fb92c12e17416c514ba40bdf

Observation b27e0c48-3c4d-4b6a-bdac-1d5970d85b0d · outbound

This paper cites FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:24.327745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.530129Z digest=sha256:b47dba20bb7aa5818c1a9d8070d88e330b17e4303b49560771825221643dd96e

Observation 0bc37e31-87a3-4429-bd19-f6ec0ae7a2d3 · outbound

This paper cites Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:24.052458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.612331Z digest=sha256:7f00492757bd34d88bb13dd90cc1d939771b34a0e7e4d0591f8cb775904cf396

Observation 7689aabd-da51-4db2-90fe-fc4f01961ccc · outbound

This paper cites GP-S3Net: Graph-based Panop- tic Sparse Semantic Segmentation Network.

PanSt3R: Multi-view Consistent Panoptic Segmentation GP-S3Net: Graph-based Panop- tic Sparse Semantic Segmentation Network

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:23.912105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.668365Z digest=sha256:75bcc1ea6072c766281ffa0e19b7bc6fbd5849986c3d442bfeae14037909467f

Observation f9903c89-798f-4163-b3b8-7726bf008670 · outbound

This paper cites Susskind.

PanSt3R: Multi-view Consistent Panoptic Segmentation Susskind

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:23.768289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.736504Z digest=sha256:bf0dbe465d731c777c15fca3a46e0c417efc84d457fb65bc4b645ba2ca5efb27

Observation d96380ee-fce5-41b6-9a8a-1ca53652095b · outbound

This paper cites an unresolved cited work.

PanSt3R: Multi-view Consistent Panoptic Segmentation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:36:23.616675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.835773Z digest=sha256:86670139ade53700f3e28781cdcb9bfa8d6b0bf675be83210102cca84c242422

Observation 800666bc-1377-4ff3-af44-7214e6a321c5 · outbound

This paper cites Structure-from-Motion Revisited.

PanSt3R: Multi-view Consistent Panoptic Segmentation Structure-from-Motion Revisited

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:23.410404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.882850Z digest=sha256:6cb6a9ae9a6dfcc7254b011cd9fb498fb036ef02c1254e49547dd8bf6b121b7b

Observation fcbdec15-c947-4090-9436-b49457831302 · outbound

This paper cites A Benchmark and a Baseline for Robust Multi-view Depth Estimation.

PanSt3R: Multi-view Consistent Panoptic Segmentation A Benchmark and a Baseline for Robust Multi-view Depth Estimation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:23.238862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:15.954661Z digest=sha256:c590a04de16a18a1e84b1f865c44d74e56dbe81e285b1c14d0cb57b85bbb7c35

Observation ce3befc6-549f-4f2a-8dd1-5dbe65329969 · outbound

This paper cites Panoptic Lifting for 3D Scene Understand- ing With Neural Fields.

PanSt3R: Multi-view Consistent Panoptic Segmentation Panoptic Lifting for 3D Scene Understand- ing With Neural Fields

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:23.102365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.018948Z digest=sha256:0a3b753d14db4ad24f45358785ddb0f05b96b31984e890d401ec8d7993f192ed

Observation 39cb7906-10b7-45c4-afd0-6978265f83de · outbound

This paper cites EfficientLPS: Efficient LiDAR Panoptic Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation EfficientLPS: Efficient LiDAR Panoptic Segmentation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:22.942843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.124004Z digest=sha256:066607a99a382cf5847ac34fc85379ca685f477a162c23a497b93430de0b7b80

Observation a559126e-81e6-4076-88c3-e974aa44b79d · outbound

This paper cites AdaptIS: Adaptive Instance Selection Network.

PanSt3R: Multi-view Consistent Panoptic Segmentation AdaptIS: Adaptive Instance Selection Network

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:22.800581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.172529Z digest=sha256:c33b8d4f8857931c584234ab14a89b163e1880556a3282fe9425436072ecda34

Observation 00d2e1d7-9eb0-4b35-9375-8d175fdfdecb · outbound

This paper cites The Replica Dataset: A Digital Replica of Indoor Spaces.

PanSt3R: Multi-view Consistent Panoptic Segmentation The Replica Dataset: A Digital Replica of Indoor Spaces

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:16.259786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:16.259786Z digest=sha256:1a7b049c4d79c2adf77a1ffff46f8a1946d793e37d38d69ea74563a06a52221d

Observation aada02f1-36b7-4c5e-a2d0-e2530f17be7e · outbound

This paper cites Sudre, Wenqi Li, Tom Vercauteren, Sébastien Ourselin, and M.

PanSt3R: Multi-view Consistent Panoptic Segmentation Sudre, Wenqi Li, Tom Vercauteren, Sébastien Ourselin, and M

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:22.620782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.323149Z digest=sha256:361a88f5fb827cac7f05c3f696d04fa1931b077029a451cc811d17b9a84aaf0b

Observation f4926a04-316b-453c-bc49-fff1f19ec74c · outbound

This paper cites MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds.

PanSt3R: Multi-view Consistent Panoptic Segmentation MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:16.369902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:16.369902Z digest=sha256:3a12c353211ca75b6a31ca55b79a8529de2a75780c8184d15b23ff704e4d75c8

Observation abc22f63-6fb5-47ab-9483-afd94cacf1d6 · outbound

This paper cites A Sim- ple Latent Diffusion Approach for Panoptic Segmenta- tion and Mask Inpainting.

PanSt3R: Multi-view Consistent Panoptic Segmentation A Sim- ple Latent Diffusion Approach for Panoptic Segmenta- tion and Mask Inpainting

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:22.448501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.437697Z digest=sha256:a97cc509aff4166cba30887204a52895c74aceb556e55ffc5c37f97a5e7631ef

Observation ae5568c6-be89-4570-87d8-23595b21cd33 · outbound

This paper cites DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images.

PanSt3R: Multi-view Consistent Panoptic Segmentation DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:22.285771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.497199Z digest=sha256:16517b5e7750bf0c45d2a0201bbd22cf4848982510e6a29849b99a4eab7f65bb

Observation ad162cf0-d01b-430f-ba5e-bdea7f517bb0 · outbound

This paper cites 3D Reconstruction with Spatial Memory.

PanSt3R: Multi-view Consistent Panoptic Segmentation 3D Reconstruction with Spatial Memory

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:16.568004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:16.568004Z digest=sha256:500565b4cd81c61b7ddea07be723f223a06ec863781e6e5b3284c73d92d1057f

Observation e4777a06-2684-4c64-bdf9-e311ae96ca0b · outbound

This paper cites Yuille, and Liang-Chieh Chen.

PanSt3R: Multi-view Consistent Panoptic Segmentation Yuille, and Liang-Chieh Chen

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:22.134813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.638213Z digest=sha256:d3ab076c268efc448a9a9b9717d73bdcee87fa07b3bd602805f3cc88030b6b62

Observation 8316c1b7-715e-42ec-a7a6-7db23c4bf347 · outbound

This paper cites ProTeCt: Prompt Tuning for Taxonomic Open Set Classification.

PanSt3R: Multi-view Consistent Panoptic Segmentation ProTeCt: Prompt Tuning for Taxonomic Open Set Classification

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:36:18.741664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.725968Z digest=sha256:17d8a32f12758a661a191f8576ba6fb7b0a027d949828348f92d1eea58be7c5f

Observation 60f9def1-31b6-443c-bd10-32ee49aeba99 · outbound

This paper cites DUSt3R: Geometric 3D Vision Made Easy.

PanSt3R: Multi-view Consistent Panoptic Segmentation DUSt3R: Geometric 3D Vision Made Easy

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:21.967729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.837840Z digest=sha256:0126ee8803d4d471b51e7bc420093192af8a17d78338dfea5924f134cc75e20e

Observation dca8bd4d-0f35-4cc7-92c9-daf24ec53e18 · outbound

This paper cites PLGS: Robust Panoptic Lifting with 3D Gaussian Splatting.

PanSt3R: Multi-view Consistent Panoptic Segmentation PLGS: Robust Panoptic Lifting with 3D Gaussian Splatting

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:16.917992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:16.917992Z digest=sha256:ea064984e5533359b2286dfe5fc6e33761f6dc71c0adfe8e28e44f7578505c07

Observation 36a0db21-77db-484d-bea0-c2e43540638d · outbound

This paper cites Panorecon: Real- time panoptic 3d reconstruction from monocular video.

PanSt3R: Multi-view Consistent Panoptic Segmentation Panorecon: Real- time panoptic 3d reconstruction from monocular video

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:21.796687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:16.996449Z digest=sha256:3fa8de4aa6731f72a1e22e6fa68ca0658f5b0a37f8fd918f506425134d9e2616

Observation 5150d6bf-d485-4028-83c1-2aaf194baa92 · outbound

This paper cites UPSNet: A Unified Panoptic Segmentation Network.

PanSt3R: Multi-view Consistent Panoptic Segmentation UPSNet: A Unified Panoptic Segmentation Network

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:21.642340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.100243Z digest=sha256:187b020a4f58fe808ed60581bfed03fc75ccfe2f9d40a09b6acaa768ed179a10

Observation 8bf8b5f1-8581-46b3-bfa5-a44be4303201 · outbound

This paper cites Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models.

PanSt3R: Multi-view Consistent Panoptic Segmentation Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:21.512793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.187848Z digest=sha256:bb932f17d4b7a98830d21e791c6b1c5c77590f5eadcb8c3054d78703ecd333a3

Observation 1e781a62-a0be-40fc-9948-9d48ed2a5d27 · outbound

This paper cites Sparse Cross-scale Attention Network for Efficient LiDAR Panoptic Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Sparse Cross-scale Attention Network for Efficient LiDAR Panoptic Segmentation

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:21.352211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.275041Z digest=sha256:7f1ec14a72a211c79e81983a8a7f86e887f580a2630e1e026cd62fb1ec323198

Observation 554876ad-89d5-4c91-a1ec-908a374a2c56 · outbound

This paper cites MasQCLIP for Open-Vocabulary Universal Image Seg- mentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation MasQCLIP for Open-Vocabulary Universal Image Seg- mentation

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:21.164397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.351573Z digest=sha256:e86150f0d7d243fa07d2d93500fa9b861f31af297aed56895507d765b541ee06

Observation 2bbbeccc-6c00-4897-9cd1-f1281550d77b · outbound

This paper cites DeeperLab: Single-Shot Image Parser.

PanSt3R: Multi-view Consistent Panoptic Segmentation DeeperLab: Single-Shot Image Parser

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:17.439664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:17.439664Z digest=sha256:b6501f8aba75d7a2b4d380a7747d632fdee4abf5edaf0801876f53e37d80b57a

Observation ec4636c7-b5a5-4e6d-9ae8-506ba0b629c4 · outbound

This paper cites SGI- Former: Semantic-Guided and Geometric-Enhanced In- terleaving Transformer for 3D Instance Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation SGI- Former: Semantic-Guided and Geometric-Enhanced In- terleaving Transformer for 3D Instance Segmentation

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:20.985168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.495832Z digest=sha256:03f9349e963f4dc2a36f6f3862bf273231e9a4a117c57a160ce58394c1ee8415

Observation f624f10a-cd56-472e-acf7-06876c158de6 · outbound

This paper cites ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes.

PanSt3R: Multi-view Consistent Panoptic Segmentation ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:20.806106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.585926Z digest=sha256:f2fa338ceae94bfa3e3f0370614ebdfc217f72f175631f633f80ad6aea530b14

Observation 7c166120-78cf-42f6-a81a-fb0570e10813 · outbound

This paper cites Convolutions Die Hard: Open- Vocabulary Segmentation with Single Frozen Convo- lutional CLIP.

PanSt3R: Multi-view Consistent Panoptic Segmentation Convolutions Die Hard: Open- Vocabulary Segmentation with Single Frozen Convo- lutional CLIP

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:20.629350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.658559Z digest=sha256:78dbea9c7e1c17d168c7ef3fb324d941f6d96b3aeecc75cece7f43e966cf3596

Observation b0fa7dbc-0271-4650-a0b7-f3d8fe5c607d · outbound

This paper cites Object- Contextual Representations for Semantic Segmentation.

PanSt3R: Multi-view Consistent Panoptic Segmentation Object- Contextual Representations for Semantic Segmentation

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:20.440721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.751182Z digest=sha256:7c913965dc2678392851395cbc6353e104471996c7e0aaf102e0f92a176e9234

Observation 9514f186-2d10-4fdd-b40b-da4014eb72e1 · outbound

This paper cites Sigmoid Loss for Language Image Pre- Training.

PanSt3R: Multi-view Consistent Panoptic Segmentation Sigmoid Loss for Language Image Pre- Training

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:20.249782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.811326Z digest=sha256:fa8180d4b8a59f3710f912cb15c53c256eb5a64f79b2cdeeaa557bef7f665f2d

Observation 3425a609-c426-4e6d-8168-0b5e60bbf3e9 · outbound

This paper cites A Simple Frame- work for Open-Vocabulary Segmentation and Detection.

PanSt3R: Multi-view Consistent Panoptic Segmentation A Simple Frame- work for Open-Vocabulary Segmentation and Detection

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:20.033807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.887461Z digest=sha256:6fd05f9509da1cb5c68ef6f76593eacc7a0e6a8d63a5934cb74297907e9fd266

Observation d47dbed9-7a23-4590-a660-61ab8de7c716 · outbound

This paper cites Uni-3d: A universal model for panoptic 3d scene reconstruction.

PanSt3R: Multi-view Consistent Panoptic Segmentation Uni-3d: A universal model for panoptic 3d scene reconstruction

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:19.837104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:17.961397Z digest=sha256:9163a75f97e33924b01ff0d2fd702d856cc70ee83146fa1bf10c870abc0b9b69

Observation 67f7c728-c531-45d8-9fce-7ca16eedd7b5 · outbound

This paper cites an unresolved cited work.

PanSt3R: Multi-view Consistent Panoptic Segmentation Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:36:19.598772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:18.046651Z digest=sha256:d851e36827931d161763b5c12f7d9a094301f6b2765e6e78a6c30f5dbedba00e

Observation db664d5f-65c0-42c1-8214-7410b625fdde · outbound

This paper cites Scene Parsing through ADE20K Dataset.

PanSt3R: Multi-view Consistent Panoptic Segmentation Scene Parsing through ADE20K Dataset

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:19.406531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:18.115455Z digest=sha256:5429af3108ee1b07471974319c8f7d2c4390279e352bc3194d82b07f454f8237

Observation 9d6ff20a-56c8-43ee-9951-7de5a36174da · outbound

This paper cites EPRecon: An Efficient Framework for Real-Time Panoptic 3D Reconstruction from Monocular Video.

PanSt3R: Multi-view Consistent Panoptic Segmentation EPRecon: An Efficient Framework for Real-Time Panoptic 3D Reconstruction from Monocular Video

Reference 78

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:36:18.537060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:18.180129Z digest=sha256:d8ee07de82dcfed3b8cf9e5ced61deae3aa964eb3854aa7869a63877358f81fa

Observation 9e3a4c78-bb97-4839-972c-84104a8ab81f · outbound

This paper cites PCF-Lift: Panoptic Lifting by Probabilistic Contrastive Fusion.

PanSt3R: Multi-view Consistent Panoptic Segmentation PCF-Lift: Panoptic Lifting by Probabilistic Contrastive Fusion

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:19.249755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:18.238258Z digest=sha256:a79395074385e24c6052b664d7df229aeb34e9fd9829fe439bb8caf2dcc132fc

Observation 723265e3-6cf5-4520-9e6f-013e7c43132c · outbound

This paper cites seen" images is reduced to 50, while PanSt3R, both with and without LUDVIG, is less sensitive to shrinking the set of.

PanSt3R: Multi-view Consistent Panoptic Segmentation seen" images is reduced to 50, while PanSt3R, both with and without LUDVIG, is less sensitive to shrinking the set of

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:36:19.114370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:36:18.342360Z digest=sha256:9c8ff70f2085f332ac8ae7043a248fce197d0bdd6921e131c4abefd6050071a8

Pith citing papers

Observation a92a7f0e-4a63-4206-8fa3-e6a707cfa9d0 · inbound

MoonSeg3R: Monocular Online Zero-Shot Segment Anything in 3D with Reconstructive Foundation Priors cites this paper.

MoonSeg3R: Monocular Online Zero-Shot Segment Anything in 3D with Reconstructive Foundation Priors PanSt3R: Multi-view Consistent Panoptic Segmentation

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:38:34.048755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-16T21:36:51.329792Z digest=sha256:f07e21b272b53dbaf97112aa8383b4746ae603ccad8f0bc62d404e9df0e498c1

Observation 7b4af18c-3150-48cf-8b2a-962430e46378 · inbound

3AM: 3egment Anything with Geometric Consistency in Videos cites this paper.

3AM: 3egment Anything with Geometric Consistency in Videos PanSt3R: Multi-view Consistent Panoptic Segmentation

Reference 123

Resolution
verified exact
arxiv_id, observed 2026-05-16T14:21:01.630141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-16T14:19:34.641108Z digest=sha256:bebc6ad8e49dca1e00375727acc1be5e424bdb2d3c24887c1810cbe86c6068ed

Observation e2cd685b-fece-4139-842a-12ee1b98e15f · inbound

Understanding the Impact of Geometric Foundation Models on Vision-Language-Action Models cites this paper.

Understanding the Impact of Geometric Foundation Models on Vision-Language-Action Models PanSt3R: Multi-view Consistent Panoptic Segmentation

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-06-30T13:44:40.753168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-30T13:40:59.330788Z digest=sha256:d0d9d958e24431878bc50915ddbf81e2300cecca9bc60a672351cfa0a2d293b2

Observation cb537c4a-a767-4841-99e9-159cb66102a6 · inbound

ReScene: Structured Indoor Scene Reconstruction from Multi-View Captures cites this paper.

ReScene: Structured Indoor Scene Reconstruction from Multi-View Captures PanSt3R: Multi-view Consistent Panoptic Segmentation

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-06-29T20:03:57.235377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-29T04:30:56.107507Z digest=sha256:f43a002302916ff9626e43a296a3e58d3f9322f93b9af4d80cd86095269ba779