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Paper Citation Record · LEDGER

PanSt3R: Multi-view Consistent Panoptic Segmentation

As of 8 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 2026-08-08T06:32:00.761636+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=sha256:7aba9a434a075ac0e61159b54c510428b05b9d1c316969957f0419f068d4932e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:12.793670Z digest=sha256:8c95823c6d241f2ce77bb27e463b858687547fb16bd56b8858693840005c9f91

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:12.866164Z digest=sha256:c3fa41169cf541a5e741806ee5a23084808a1da635b1fcac3d24255e45003a32

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.011296Z digest=sha256:b43bf4b92c6bbeaab246572def4d3cf1c22ff85915181245899ab8a1b8bdd80b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.103121Z digest=sha256:0f0f946dc82c9607a4e0d931119eb36af2f3ed71dd8ea623f709293e9b0c79c7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.188933Z digest=sha256:929be3bb1306c4c8c0f6e3f34a5a2cdcfdd82139291b8a55df6d2d7b127c63bc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.250257Z digest=sha256:362219cf8946163f40336e0bf9dd18c37ef20a64c72134a8a6686db4539cd783

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.311025Z digest=sha256:7140eca7bfaf56f81a5cbf5e57ef574a6d47926703bd9dd30a1ffa769876f5d2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.354259Z digest=sha256:6746c8bd70bff3f7ff042687fb3788cc16b51e62ecb2fe04cfaf2cb38db1572a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.414660Z digest=sha256:794eab6857b62c8fadee1312814f782998f2e24312e54277245d6f7699f3a57b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.482089Z digest=sha256:3a6f8e2ec1dc9e19c4be7d1e411ba6e54d468825bf666c63dd50ba8237bf36fb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.541720Z digest=sha256:85510d23be0ddcf9cbdb777f7c2324828775ae3f4b3c0e4105a595e2059c4d55

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.604589Z digest=sha256:87dc20bb648a0a9153b6754e0568ef610e347b207a49e13c9c410d33a37934d0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.642226Z digest=sha256:68c2cebc4c5ad88ec56d7014acaa0e995adca77324428f743712ef3c4071377c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.716413Z digest=sha256:00baa47ea4faeb92573a7466d907a7d5423a11d9b0c0f8985428abba86463c69

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.791235Z digest=sha256:f54f767bab9144445625be5469b4244fcb5945bd1b428349a3ad615f9d0ec450

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.852976Z digest=sha256:dfbf60b81fa9f1f9db53a28fe06a38d8128f0d860100668ab07050fe65369c6f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:13.925678Z digest=sha256:ec05b4e3d11ff40ced83edbb37d180729dd58a28018b4c680d3dd740d08f8a1a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.007483Z digest=sha256:7c7af4da700c9c5d2da19e6bd5b7ca94a432370c2399cbbbc8c66457fa9fc09e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.070922Z digest=sha256:f1b205b56655dfbc3ae7c96bdf5ebccecfa0bd01835227215a0435b0b4d8be81

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.132240Z digest=sha256:e71976b74774d4303ddfc64a5b9214ae0a53f3cd7d6b1f0f1ff7bcafb9b62e63

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.198380Z digest=sha256:8c8f810f54cb2cc04d38ad80eccae0469048a2a71d137246d49066b4a3fa6ac7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.251758Z digest=sha256:dc6a515afd4b18d6151257babd8b1b8bf305051f56eb71d777ee0dec884f6561

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.298288Z digest=sha256:847ff4b06de15f2afa9f0047670778906b453e780dd4ed5f6403b0c7dd773115

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.371351Z digest=sha256:f7994ef965f414d91aa017dc17329ee0ae3b03540177da64baaa728c52a244c1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.442645Z digest=sha256:dab43d1d0a564176289d07c98e6e48ed0e9833130292b564d2c6088c9563e3fd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.506379Z digest=sha256:3499d8f269a93e1a8e7d114f14fe9b7cbb7bd31c0f3eff7ff2426d79debdda5e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.574025Z digest=sha256:5d62845b0f38bb01321b2d7b8f28e468293f4d4be8b929a7f14030dfbee3056d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.647829Z digest=sha256:c0bcb3e23af85c12ae3903a7b5c080a21892b5dd93971a1042b08a933f60824c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.707980Z digest=sha256:5f6db46408be1f9ff6b9ded36cf5a1a21466e268406864ee9159b57289d39b24

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.773267Z digest=sha256:a230d62419ce656768306430aeaa43b23db83af28133f68d08d0eab2a2aa536c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.841802Z digest=sha256:7c860f51641c695a8010c6b4e5dc96463f361fdc9568bad0cc49d6d6b9963d48

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.896374Z digest=sha256:0936d4d5a4cd080ad1da62f11f23ac3f9a34e9481437cdb20d602328c2a98ba3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:14.964824Z digest=sha256:7f35d2e44ef47db6ef4c013b31143383b57381c37ce8b90d7e346f45ab45c442

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:f3640f7bc9bc57b5ef760c300174e35ae8d0106155a390304b4f2e0a98be672f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.103622Z digest=sha256:0af0d8e28ef30e3d3c5721875c8ffa5e6d21ba0697c5f8bbdad92a1b6a6b45d4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.169538Z digest=sha256:3a53ff415bb63140917482124f556ea39dd51ec8af2833663629286877610381

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.222674Z digest=sha256:27fd0f9e9498f6caf74135ab6490aa99cdfafbcbfd366bc247d69d8488ec14aa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.295003Z digest=sha256:8604e693d1d8365bd3f34ecdf29fe58188e4694cde312b09362246157d7c60a0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.351930Z digest=sha256:eba73c35e8585ad95d2b368ddb3e058759e0973979270579bad3ff861d1106d6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.399325Z digest=sha256:2c813e8446659880788234b1b960b31dd7cfcdb37babd2b447330509a39af082

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.464442Z digest=sha256:95d693c87fb5ef67caa4bc6bf0c03309f6ade15b1918e5ad5a0b84eac99664a5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.530129Z digest=sha256:4f5f5d700362220f4e09cdfdbb14943e27157e2231d62b7f414f91f7dde942b5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.612331Z digest=sha256:39f5a6f96d2c4937f7f76d3fd6fd369493bbcdb4dec00452dda6b941d6b3775a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.668365Z digest=sha256:539185bf813c39550c3f7702fb1494aaffe2eb4d1032ae8c4243c34fe094c319

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.736504Z digest=sha256:ac612cce156f84865a66e30376e7514179ab211bdaef983eb4ce38ae4bb659f8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.835773Z digest=sha256:5f2502ba10d498d5582428405c4675785dfa462505411d128e0b0dcfce116b3c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.882850Z digest=sha256:79f7b151aa43175cdd4e44d9d1abf31dddfca22b35b31a5ce6760889e0240886

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:15.954661Z digest=sha256:2bf12fc7790817fb903141eaed55c4635e0b2b719de46a87c1ca14231204f3bd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.018948Z digest=sha256:460ff28ed6551c5085fc97ee3813f4de604d3116c38f7169347edac6f54d0364

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.124004Z digest=sha256:24c62e2f55fa034b781ccc3a7ed660ba8a62345021d2d9ffc05ba17578f2ef08

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.172529Z digest=sha256:062237574b715edd298593125a449e164c698dcc45562137a8e578636691b4a4

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=sha256:7704c3c7df4afff1a5803e31cb4f19a234ce37911e6be1d3abbf9c2d95fcbb7f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.323149Z digest=sha256:95f576accb08949980a1896b2a11e9e062de947ad568dfbc57bdaf29a239dd66

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=sha256:4055ca10c8a3e32a67aeecfbb65e8a4fa548c5bc17d9da53c712c85ae205bca3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.437697Z digest=sha256:d07f898b2e12872297eac28a9f8f5238ef11e76df05db6fdacf7132d44a61211

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.497199Z digest=sha256:08158ab6320a362a8c43e712091bb2c96f6555fb5202c3ec11cc28c055ae9950

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=sha256:1e99aaa7f36ae17eb41584f12766a5a952f08d805981c736856caf47dfaea25d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.638213Z digest=sha256:a28434ec7290df2499d034cc25f7b028c17376d804f3778b52a865d3a8c7d14c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.725968Z digest=sha256:df3999a4ab444a4f6739987fdce4bbf441dde132abc58dd9f3ba37673d1804b5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.837840Z digest=sha256:05511590e11621adaadbb16706ef2dec2dbac1f5e4ee6fd4edf856091ad332bd

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=sha256:94bd6db7f67d4ba38c11530cf0ee6f529274fbb51bed3051da9438231ff7c71b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:16.996449Z digest=sha256:ad9ce49ee08c4750903754773c360ff8c8a064899a4f714d7f25cad60c55ad92

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.100243Z digest=sha256:68f048366a062108483412e239e65632e418072fdce8d3750c9105557ecc3ae7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.187848Z digest=sha256:6a8411fd791ff32fc7e6a4be9c6a012b4460bf94cf5ee2c5ed88beb8cb0bab9b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.275041Z digest=sha256:0111be7ba5fecc71bc00b0dea0c13d3bdff1df895a339ee618449668adfaa491

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.351573Z digest=sha256:b774cdcaa7569c734174df9fc160f97ac1e3cebb09eaecbc76b7ad3706ab84ed

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=sha256:9f6c2161108ad04a9045a4990b5534ef59830d0da6edbf9e6593d1a4110e0d60

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.495832Z digest=sha256:30da7d4e6a246ae89194662fb7f2e17abf90a8751bba7bc14a81de8a032db87f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.585926Z digest=sha256:8296405b90c6021acf0bc6576a20181cf6cff93d4ea3e76f37b57ea6360aad06

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.658559Z digest=sha256:82a90a8605b78accd7953105e93af14554350e4dd440b64263a15b2644d6f22a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.751182Z digest=sha256:531ee3b787ed074a193b05e4513f79dc2f5938ec5cecff19ab54d684bf57efa7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.811326Z digest=sha256:97c00a2647c1858f05297728cf50319cf7cc7e4bf103607485a9563d9ffd1b47

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.887461Z digest=sha256:7912112cafa347999be066035ace9d9a9695d875bd63a9cf7ce8021be557c53d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:17.961397Z digest=sha256:1758c4f42716b0b07d8489bc823ff4bbd1dc6ff0776216a194de954d25d86a99

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:18.046651Z digest=sha256:aa4273e2392f7c133894718a2167153593218fb9e30e2195200675d22f0aeab0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:18.115455Z digest=sha256:24ebcb786bce9d83a9a1a6308622bf908aa53482a3a7ff9f013f4823934c0c3e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:18.180129Z digest=sha256:4538b745c3dfe27751ab0842a6d169b88176b60037ddadf56c0e286907c3d220

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:18.238258Z digest=sha256:af547b19ed23a927b1c04e658e501f61e9edb2bec50be5a10b30ec5dae8a0d25

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T22:36:18.342360Z digest=sha256:7ab5712e3ec9b2eab41d4a4804ae72479446c4fd590f0263049432b65e1f97a4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-16T21:36:51.329792Z digest=sha256:292fb2e2e5285b2d9bc8acf199db980ab966ceb9b0b9e0707f02fcc2aaf4cba6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-16T14:19:34.641108Z digest=sha256:2e2573b17118e0684dc11fa668049c9285cdd8b5e0651a163d682601a79c44ca

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T13:40:59.330788Z digest=sha256:52bb136e8854a830041e17c46088f31178cbd6fdf71d7effdab256cc5e04b589

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-29T04:30:56.107507Z digest=sha256:04823f91f8e5ffc3ab96b728303fdcf664e99f7023a5763119ba5bdbf7ab2590