Paper Citation Record · LEDGER

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment

As of 7 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2607.17657.

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

pith.paper-citation-record.v1
2607.17657 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T17:25:11.020656Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f764f63-b7f1-4728-9c66-9ed249606acf · outbound

This paper cites Cheng, A.; Yin, H.; Fu, Y.; Guo, Q.; Yang, R.; Kautz, J.; Wang, X.; and Liu, S.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Cheng, A.; Yin, H.; Fu, Y.; Guo, Q.; Yang, R.; Kautz, J.; Wang, X.; and Liu, S

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:08.726525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddfef86b-3caf-473e-8dcd-de220ca8190d · outbound

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

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Seeing Through Their Eyes: Evaluating Visual Perspective Taking in Vision Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:08.858467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf9024fa-5cf6-4dfe-8c86-06e7c40db922 · outbound

This paper cites InIEEE/CVF Con- ferenceonComputerVisionandPatternRecognition,CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 14257–14267.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment InIEEE/CVF Con- ferenceonComputerVisionandPatternRecognition,CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 14257–14267

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:08.952456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 777b7497-fe99-4b9e-8ca4-f9ceb53ecb06 · outbound

This paper cites Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:09.238556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4587a9e4-2e09-4ceb-a6dd-915d8c547286 · outbound

This paper cites InThe Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28,.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment InThe Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:09.490748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8049206c-03f8-4502-968a-ecef3a0e354f · outbound

This paper cites Liu, F.; Emerson, G.; and Collier, N.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Liu, F.; Emerson, G.; and Collier, N

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:09.626774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91615f74-e252-4ec5-91c1-4f5fd73cfea9 · outbound

This paper cites Liu,H.;Li,C.;Li,Y.;andLee,Y.J.2024a.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Liu,H.;Li,C.;Li,Y.;andLee,Y.J.2024a

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:09.770555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4487cb12-c8f1-4a8d-be0f-d1836dc1c7da · outbound

This paper cites In Christodoulopoulos, C.; Chakraborty, T.; Rose, C.; and Peng, V., eds.,Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 26757–26781.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment In Christodoulopoulos, C.; Chakraborty, T.; Rose, C.; and Peng, V., eds.,Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 26757–26781

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:09.949615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb52160c-0a7c-4ba6-92fd-ca15fdeaa829 · outbound

This paper cites GPT-4 Technical Report.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment GPT-4 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:10.174870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c0ecac-c0f6-45e4-b746-10468fb2fc2c · outbound

This paper cites GSR-BENCH: A Benchmark for Grounded Spatial Reasoning Evaluation via Multimodal LLMs.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment GSR-BENCH: A Benchmark for Grounded Spatial Reasoning Evaluation via Multimodal LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:10.364521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a7740ac-eae8-4c99-b56a-60471369688a · outbound

This paper cites an unresolved cited work.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:10.464660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2f51754-c81c-4b5a-85b2-546d848b650b · outbound

This paper cites InIEEE/CVFConferenceonComputerVisionand Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 15768–15780.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment InIEEE/CVFConferenceonComputerVisionand Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 15768–15780

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:10.563001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2f61674-1d1c-4f5f-9868-4bde23c20bfe · outbound

This paper cites Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:10.666535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05ae453b-0df1-46c9-acdb-12f2a1bd7226 · outbound

This paper cites an unresolved cited work.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:10.774431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ec58ee7-1477-4e61-af17-9b3b2371c9a6 · outbound

This paper cites InIEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 10632–10643.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment InIEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, 10632–10643

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:10.886557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e21df2-38a0-4ddd-a3d8-d13f53394d14 · outbound

This paper cites an unresolved cited work.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:11.020656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4307d45-4845-4a9a-a639-4a50ab4cd1f8 · outbound

This paper cites an unresolved cited work.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:09.052254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a99e4ee-9075-4c76-a270-34a11058ad3b · outbound

This paper cites In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024, 14455–14465.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024, 14455–14465

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:08.394847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b4ef19f-bc0e-446d-829c-050b25af6be7 · outbound

This paper cites Cheng, A.; Fu, Y.; Chen, Y.; Liu, Z.; Li, X.; Radhakrishnan, S.;Han,S.;Lu,Y.;Kautz,J.;Molchanov,P.;Yin,H.;Wang, X.; and Liu, S.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment Cheng, A.; Fu, Y.; Chen, Y.; Liu, Z.; Li, X.; Radhakrishnan, S.;Han,S.;Lu,Y.;Kautz,J.;Molchanov,P.;Yin,H.;Wang, X.; and Liu, S

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:08.501734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea456581-0fa1-4586-9475-ff8763e8e377 · outbound

This paper cites CoRR, abs/2601.16378.

OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment CoRR, abs/2601.16378

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T17:25:09.394851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.