Paper Citation Record · LEDGER

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes

As of 20 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2505.01726.

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

pith.paper-citation-record.v1
2505.01726 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:17:51.668419Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

verified exact2
verified fuzzy10
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3cf29ca0-bff5-47c3-a163-62f45c85495a · outbound

This paper cites Deep Gaussian Processes: A Survey.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Deep Gaussian Processes: A Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.525851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebcb04d2-69e2-43a1-9d60-f17d09d37bc9 · outbound

This paper cites Interactive object segmentation in 3d point clouds.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Interactive object segmentation in 3d point clouds

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.212965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f134ef02-49a6-4b25-be36-3c6565cf7616 · outbound

This paper cites Uncertainty quantification with statistical guarantees in end-to-end autonomous driv- ing control.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Uncertainty quantification with statistical guarantees in end-to-end autonomous driv- ing control

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.199718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a6d2fa37-c39a-4357-a304-b077823caa25 · outbound

This paper cites Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.575456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cafdf98-c6f6-41a2-ae20-607f166bef36 · outbound

This paper cites Mask3d: Mask transformer for 3d semantic instance segmentation.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Mask3d: Mask transformer for 3d semantic instance segmentation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.185857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 116c5a3d-5855-43d4-9b94-b9b9d80ac3dc · outbound

This paper cites H., and Knoll, A.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes H., and Knoll, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.173344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 25513ffc-ab71-4701-be17-923f3d9a6c51 · outbound

This paper cites Interactive an- notation of 3d object geometry using 2d scribbles.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Interactive an- notation of 3d object geometry using 2d scribbles

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.160972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 44466be8-a835-4901-ad95-49293476f666 · outbound

This paper cites A., and Konushin, A.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes A., and Konushin, A

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.146262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0a8b906e-e097-449e-a02d-cf617f866574 · outbound

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

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes The Replica Dataset: A Digital Replica of Indoor Spaces

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.610241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39a8449e-c1dc-47ab-8da8-43140465ac6b · outbound

This paper cites OpenMask3D: Open-Vocabulary 3D Instance Segmentation.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes OpenMask3D: Open-Vocabulary 3D Instance Segmentation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.615950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dbacbf8-dc42-4c5a-b0c2-a17da4f59803 · outbound

This paper cites Bridge the Inference Gaps of Neural Processes via Expectation Maximization.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Bridge the Inference Gaps of Neural Processes via Expectation Maximization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.621459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38620c08-cdc2-4277-8fb6-d54290bf5dbe · outbound

This paper cites AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.633088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d658f70-903e-49cf-a1be-f8fd428fb1bc · outbound

This paper cites Refin- ing segmentation on-the-fly: An interactive framework for point cloud semantic segmentation.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Refin- ing segmentation on-the-fly: An interactive framework for point cloud semantic segmentation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.637200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1452b9-fcbc-4581-a8bb-d668ac644413 · outbound

This paper cites Point-SAM: Promptable 3D Segmentation Model for Point Clouds.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Point-SAM: Promptable 3D Segmentation Model for Point Clouds

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.641175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b33ee8-b5c9-4aaa-94bc-f2f183b8309f · outbound

This paper cites However, iterative training incurs high computational costs, making it less practical for large-scale applications.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes However, iterative training incurs high computational costs, making it less practical for large-scale applications

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.132572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d040ccc3-e990-4b16-9417-9f5c2bc5bc0e · outbound

This paper cites an unresolved cited work.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:17:52.116580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7044bc17-1ba9-4616-b59b-a4bafd23d536 · outbound

This paper cites KITTI-360 (Liao et al., 2022), an outdoor LiDAR point cloud dataset, is designed for 3D perception tasks in autonomous driving and provides large-scale outdoor scenes.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes KITTI-360 (Liao et al., 2022), an outdoor LiDAR point cloud dataset, is designed for 3D perception tasks in autonomous driving and provides large-scale outdoor scenes

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.095399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a2765785-06d7-40de-9140-c3aa5f8929f5 · outbound

This paper cites an unresolved cited work.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:17:52.079778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62691337-fc6b-4959-966e-e34056cc9f82 · outbound

This paper cites This iterative approach closely mimics the test-time click sampling strategy, enhancing the model’s ability to refine segmentation with progressive user feedback.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes This iterative approach closely mimics the test-time click sampling strategy, enhancing the model’s ability to refine segmentation with progressive user feedback

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.063055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c743db53-ddf5-43ad-8127-22fce8514940 · outbound

This paper cites an unresolved cited work.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:17:52.047677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation da841b2d-890a-476e-93d9-0301d2b5faf5 · outbound

This paper cites Con- tinuous adaptation for interactive object segmentation by learning from corrections.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Con- tinuous adaptation for interactive object segmentation by learning from corrections

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:17:52.225729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation af4eb8d5-45c9-454e-a95a-40d09d37f464 · outbound

This paper cites Multi-Task Neural Processes.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Multi-Task Neural Processes

Reference 2018

Resolution: verified exact; local_arxiv, observed 2026-08-16T04:17:51.897894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 44429c14-b9e3-4728-bc05-9efde1d2ffb9 · outbound

This paper cites Neural Processes with Stochastic Attention: Paying more attention to the context dataset.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Neural Processes with Stochastic Attention: Paying more attention to the context dataset

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.546393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3652575-764d-484c-9c08-2c63f05ade6a · outbound

This paper cites Neural Processes.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Neural Processes

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.514267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85af3b6b-3994-40eb-a192-877b5e8e2524 · outbound

This paper cites The Neural Process Family: Survey, Applications and Perspectives.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes The Neural Process Family: Survey, Applications and Perspectives

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.532157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ac9ffd7-7ebe-40fe-b895-041eff9a5be5 · outbound

This paper cites Auto-Encoding Variational Bayes.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Auto-Encoding Variational Bayes

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.552659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7e2bbc-199f-4c83-944c-2d964980f43f · outbound

This paper cites Versatile Neural Processes for Learning Implicit Neural Representations.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Versatile Neural Processes for Learning Implicit Neural Representations

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.520385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55d60f38-e3f4-41da-813e-4b55e061900d · outbound

This paper cites Attentive Neural Processes.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes Attentive Neural Processes

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T04:17:51.538623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37706ef3-dadf-40ce-8808-a9f0fd1a9206 · outbound

This paper cites dugMatting: Decomposed-Uncertainty-Guided Matting.

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes dugMatting: Decomposed-Uncertainty-Guided Matting

Reference 2025

Resolution: verified exact; local_arxiv, observed 2026-08-16T04:17:51.823686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.