Paper Citation Record · LEDGER

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

As of 13 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 11 inbound Pith citation observations for arXiv:2412.18605.

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

pith.paper-citation-record.v1
2412.18605 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:39:56.097876Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:33:27.124141Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:59:43.205863Z

Reference resolution

51 of 51 outbound references displayed

verified exact1
verified fuzzy20
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2b61a45-4034-4dff-98a0-add2e620461f · outbound

This paper cites Referit3d: Neural listeners for fine-grained 3d object identification in real-world scenes.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Referit3d: Neural listeners for fine-grained 3d object identification in real-world scenes

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:58.301055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a2f2a2aa-22da-468b-95e6-42671e1f786a · outbound

This paper cites Objectron: A large scale dataset of object-centric videos in the wild with pose an- notations.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Objectron: A large scale dataset of object-centric videos in the wild with pose an- notations

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.264749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d9e4027-9473-4902-9284-c3ea6587d7e4 · outbound

This paper cites Scanqa: 3d question answering for spatial scene understanding.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Scanqa: 3d question answering for spatial scene understanding

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.314754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f4f30c8-0e9b-4894-966d-6a457a91b07a · outbound

This paper cites ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.349247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eccc6142-9be9-42ac-9d89-55abc7d63296 · outbound

This paper cites Improving image generation with better captions.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Improving image generation with better captions

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:58.208057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f26eb638-0017-4fb8-95ef-e670945886b3 · outbound

This paper cites Omni3d: A large benchmark and model for 3d object detection in the wild.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Omni3d: A large benchmark and model for 3d object detection in the wild

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:58.172752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7bb2d98f-2b3b-4b79-935a-7a3f37e37f15 · outbound

This paper cites nuscenes: A multi- modal dataset for autonomous driving.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models nuscenes: A multi- modal dataset for autonomous driving

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.410369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8615e2d3-7ebe-40c5-9f85-c7de593d66b6 · outbound

This paper cites Scanrefer: 3d object localization in rgb-d scans using natural language.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Scanrefer: 3d object localization in rgb-d scans using natural language

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.447757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25d2f887-69f7-4d80-a5b2-f29e3580150c · outbound

This paper cites Objaverse: A universe of annotated 3d objects.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Objaverse: A universe of annotated 3d objects

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:58.099545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 76d86822-10a0-49f2-b76d-082fae91ce89 · outbound

This paper cites Pope: 6-dof promptable pose estimation of any object in any scene with one reference.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Pope: 6-dof promptable pose estimation of any object in any scene with one reference

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:58.063920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bdf46260-c3ab-41d0-8316-6b9b84ab8182 · outbound

This paper cites Are we ready for autonomous driving? the kitti vision benchmark suite.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Are we ready for autonomous driving? the kitti vision benchmark suite

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.564828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49d817d2-dd6b-46ca-bf55-e61a834213a3 · outbound

This paper cites Zero-shot category-level object pose estimation.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Zero-shot category-level object pose estimation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.994536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0d8acd1f-e48a-4459-80d9-9b0dd1c9909f · outbound

This paper cites Seeing Through Their Eyes: Evaluating Visual Perspective Taking in Vision Language Models.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Seeing Through Their Eyes: Evaluating Visual Perspective Taking in Vision Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.574427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99a275cf-0f69-49e3-992a-e667d842a12f · outbound

This paper cites A survey of 6dof object pose estimation methods for different application scenarios.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models A survey of 6dof object pose estimation methods for different application scenarios

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.957946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6f0ee2b7-c90d-4f47-a01f-407fef890781 · outbound

This paper cites Align deep features for oriented object detection.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Align deep features for oriented object detection

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.933458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5cd4bc2a-b39c-4ff5-9773-43285a441083 · outbound

This paper cites Masked autoencoders are scalable vision learners.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Masked autoencoders are scalable vision learners

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.635845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13df5abd-c219-48c8-ace4-e29f3e3ef04c · outbound

This paper cites OrientDream: Streamlining Text-to-3D Generation with Explicit Orientation Control.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models OrientDream: Streamlining Text-to-3D Generation with Explicit Orientation Control

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:39:56.694760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f898033d-42e9-41d6-83bd-39d82b07e1bf · outbound

This paper cites GPT-4o System Card.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models GPT-4o System Card

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.654899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b14d6c12-ffa5-45e5-85cd-e20ca5b0e38f · outbound

This paper cites Repurpos- ing diffusion-based image generators for monocular depth estimation.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Repurpos- ing diffusion-based image generators for monocular depth estimation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.887172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ab9cba22-1124-4bce-b35c-a419a759fce1 · outbound

This paper cites Segment any- thing.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Segment any- thing

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.669512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d348bc3-c0a9-4301-9097-d20dbd781a06 · outbound

This paper cites Flux, 2024.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Flux, 2024

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.824762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 34aab733-ca92-4469-9b24-2911211664e5 · outbound

This paper cites Grounded language-image pre-training.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Grounded language-image pre-training

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.690842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a1ff7a6-397c-49ac-ac97-166c427f8f76 · outbound

This paper cites Microsoft coco: Common objects in context.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Microsoft coco: Common objects in context

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.695965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ae7080-6c81-4d5b-8866-c6fbe66f809d · outbound

This paper cites Visual instruction tuning.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Visual instruction tuning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.704761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2344d217-ff1c-43e8-8292-6186651abfa4 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.733047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 025014c1-e70a-445a-9495-ce47fddd7644 · outbound

This paper cites Decoupled Weight Decay Regularization.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Decoupled Weight Decay Regularization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.784752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9b5a1d-57b8-48cc-b804-54c9294206db · outbound

This paper cites Distinctive image features from scale- invariant keypoints.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Distinctive image features from scale- invariant keypoints

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.793562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a38dbac-d56f-413e-bffd-407f73c31438 · outbound

This paper cites SQA3D: Situated Question Answering in 3D Scenes.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models SQA3D: Situated Question Answering in 3D Scenes

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.834755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c8e62d1-d511-43fe-9bbe-d3551d1be0cc · outbound

This paper cites Nope: Novel object pose estimation from a sin- gle image.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Nope: Novel object pose estimation from a sin- gle image

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.622438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ba0e5cac-2482-435b-ae23-4d0302b7c153 · outbound

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

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models DINOv2: Learning Robust Visual Features without Supervision

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.908694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dc69307-9455-4f97-9b70-390f33ca7786 · outbound

This paper cites Pvnet: Pixel-wise voting network for 6dof pose estimation.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Pvnet: Pixel-wise voting network for 6dof pose estimation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.554095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6a567887-c432-43b8-9b9e-df422b53a007 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Learning transferable visual models from natural language supervi- sion

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.930292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9f636d0-5993-44cc-854e-6ed5795ef0a3 · outbound

This paper cites Segment Anything Meets Point Tracking.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Segment Anything Meets Point Tracking

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.938908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2b50a6-b3c5-4427-8ea1-4d8c67324350 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models SAM 2: Segment Anything in Images and Videos

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.948626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4a01912-2488-4167-bc02-b73fef98ace9 · outbound

This paper cites Grounded sam: Assembling open-world models for diverse visual tasks,.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Grounded sam: Assembling open-world models for diverse visual tasks,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.957375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90ba646f-2df9-4d22-b952-c0af56abd53a · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.965959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49782f68-da58-4c83-ac6a-f34a6aadfed7 · outbound

This paper cites Laion-5b: An open large-scale dataset for training next generation image-text models.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Laion-5b: An open large-scale dataset for training next generation image-text models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.971159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d6b6808-280d-4881-8d9f-289d8554f9d1 · outbound

This paper cites MVDream: Multi-view Diffusion for 3D Generation.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models MVDream: Multi-view Diffusion for 3D Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:55.985939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 865d0aa7-d446-4d0d-82ed-2abdcc0ceb96 · outbound

This paper cites Sun rgb-d: A rgb-d scene understanding benchmark suite.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Sun rgb-d: A rgb-d scene understanding benchmark suite

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.325096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c50c0ae0-da27-4d5c-914b-2b41b82960fc · outbound

This paper cites Implicit 3d orientation learning for 6d object detection from rgb images.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Implicit 3d orientation learning for 6d object detection from rgb images

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.204763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5c21eebc-8c12-470d-b3be-290ba916f36a · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Gemini: A Family of Highly Capable Multimodal Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:56.007991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cadbd23-9559-4bee-b8d5-38ca9380c542 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:56.015443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e2ee33f-6714-4509-b12f-53e72b0b53c7 · outbound

This paper cites Tracking everything everywhere all at once.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Tracking everything everywhere all at once

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.116712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ba6d1069-7bab-4b5b-aae8-0d75fa427276 · outbound

This paper cites Embodiedscan: A holistic multi- modal 3d perception suite towards embodied ai.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Embodiedscan: A holistic multi- modal 3d perception suite towards embodied ai

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.058790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8c3a3614-fefc-4365-82c1-d59599c683b4 · outbound

This paper cites Lego-net: Learning regular rearrangements of ob- jects in rooms.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Lego-net: Learning regular rearrangements of ob- jects in rooms

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:57.001536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fdba343f-2934-4ab7-8f25-7f067ca60845 · outbound

This paper cites Human-Object Interaction from Human-Level Instructions.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Human-Object Interaction from Human-Level Instructions

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:56.049566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c9db105-e377-40d9-b20f-a8ed83d0e74a · outbound

This paper cites Oriented r-cnn for object detection.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Oriented r-cnn for object detection

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:56.892144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 17dedd2b-e9d2-4382-b783-232b5e651e8b · outbound

This paper cites Depth Anything V2.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Depth Anything V2

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:56.060820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d278c1a-b21e-4487-b4e8-b75b9263d3a3 · outbound

This paper cites Recognize anything: A strong image tagging model.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Recognize anything: A strong image tagging model

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:56.863431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7c65fd8a-41be-4ada-80f8-ac33cb3ed45e · outbound

This paper cites Scene parsing through ade20k dataset.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Scene parsing through ade20k dataset

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T04:39:56.090566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4b980c6-aaa7-4760-ae70-0a35014ceddc · outbound

This paper cites From the perspective of viewer<OBJ1> is on the left and <OBJ2> is on the right of the view.

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models From the perspective of viewer<OBJ1> is on the left and <OBJ2> is on the right of the view

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:39:56.837989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation 73cc1680-f8ff-4b61-b0d8-581ff98c6902 · inbound

GenSpace: Benchmarking Spatially-Aware Image Generation cites this paper.

GenSpace: Benchmarking Spatially-Aware Image Generation Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T12:21:25.818565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9760be3-30a2-4784-9777-75f367f9a1bb · inbound

GenHSI: Controllable Generation of Human-Scene Interaction Videos cites this paper.

GenHSI: Controllable Generation of Human-Scene Interaction Videos Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 87

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:27:08.891900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 22496a84-3e2f-4a3a-a680-3c05bf8b45f1 · inbound

ChopGrad: Pixel-Wise Losses for Latent Video Diffusion via Truncated Backpropagation cites this paper.

ChopGrad: Pixel-Wise Losses for Latent Video Diffusion via Truncated Backpropagation Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 59

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T09:45:23.233039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 99458766-5d70-459f-a79a-c5c61555bf04 · inbound

Unposed-to-3D: Learning Simulation-Ready Vehicles from Real-World Images cites this paper.

Unposed-to-3D: Learning Simulation-Ready Vehicles from Real-World Images Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:31:03.722254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 668174ff-0655-4217-9f27-1e320b73655d · inbound

Every9D-21M: Large-Scale Real-World 9D Canonicalization of Everyday Objects cites this paper.

Every9D-21M: Large-Scale Real-World 9D Canonicalization of Everyday Objects Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T13:53:28.750593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5b36e8bf-dfc6-45df-ba47-47f9a87d0797 · inbound

SATURN: Symbolic Spatial Reasoning for Multi-Perspective Grounding cites this paper.

SATURN: Symbolic Spatial Reasoning for Multi-Perspective Grounding Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:59:43.207400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fc337270-df36-44fb-be2e-bb89b4d07f5e · inbound

Emergence of a Shared Canonical Object Frame from In-the-Wild Videos cites this paper.

Emergence of a Shared Canonical Object Frame from In-the-Wild Videos Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:04:21.345817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6c92e4fd-512b-4dd8-8b10-ed58a976c99e · inbound

UniPose9D: Universal Category-Agnostic Object Pose Estimation cites this paper.

UniPose9D: Universal Category-Agnostic Object Pose Estimation Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-14T01:15:46.555348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 631196ef-4ba6-4647-923c-8f61a330be86 · inbound

MarineEVT: Advancing Event-Centric Marine Video Understanding via Visual Tool Reasoning cites this paper.

MarineEVT: Advancing Event-Centric Marine Video Understanding via Visual Tool Reasoning Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-07-31T23:10:27.748996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c1bc5c4-794c-469c-97f7-b97b2542a878 · inbound

Disentangling 3D Modeling from Spatial Reasoning cites this paper.

Disentangling 3D Modeling from Spatial Reasoning Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T17:24:06.193481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc506d94-fe80-4287-8417-71f12fa11804 · inbound

Disentangling 3D Modeling from Spatial Reasoning cites this paper.

Disentangling 3D Modeling from Spatial Reasoning Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T04:33:27.124141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.