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Paper Citation Record · LEDGER

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild

As of 7 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2508.07759.

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

pith.paper-citation-record.v1
2508.07759 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:53:44.427016Z

measured 61 of 61 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

61 of 61 outbound references displayed

  • verified exact3
  • verified fuzzy2
  • unresolved55
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb366386-dd70-4d99-be53-07b61176cc5a · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:37.484095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:37.484095Z digest=sha256:c574f660d61fc5bc3d71af737f093e5b230c8db9b2a75beee88eafa4c8ce8b36

Observation 1fe61e33-ddfa-48df-b575-b52498ea1f33 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:49.139395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:37.722530Z digest=sha256:d53da108cb3a2b7c9d875249f71f301fb4e89fc9e19c301923ce7faaa50ac2f8

Observation e631cd87-b3c9-466f-ab7f-31b92a592eb5 · outbound

This paper cites Qwen Technical Report.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Qwen Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:37.821702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:37.821702Z digest=sha256:594bf0a2fa52005b60db82d8027b4913f7d02d06871ce2ad36117bee0efd01ef

Observation 1f0bb2ef-2d45-4e46-adcd-9d5ecc3de4b9 · outbound

This paper cites Qwen2.5-VL Technical Report.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Qwen2.5-VL Technical Report

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:37.932750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:37.932750Z digest=sha256:26e4b49bdbe08b0f82233960cae8b98eb7426b6335c6419540062a8f8f14b030

Observation aad2294e-342a-4d5f-91e0-e36706f42487 · outbound

This paper cites Language Models are Few-Shot Learners.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Language Models are Few-Shot Learners

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:38.056835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:38.056835Z digest=sha256:f8d702a265dd1b87a7a0e46974afc55dac1a531a99f48e646ddbcf5ac2e5d060

Observation 052f99e9-5e82-4054-8a21-9eeac9525a7f · outbound

This paper cites DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:38.157854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:38.157854Z digest=sha256:e5d26768dd56186715616798b42aac7deba2d40c6af369f80d8a8f65ef378a38

Observation 3fa073b6-ce8a-4a22-aadc-8dc543457951 · outbound

This paper cites The Llama 3 Herd of Models.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild The Llama 3 Herd of Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:38.276125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:38.276125Z digest=sha256:72afc15716fa23459071384fda5dbe171bfbc03c9b6d7df544d8afe905fa66d0

Observation e53fe585-d505-4cd7-adc2-55f5563130b6 · outbound

This paper cites CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:38.371104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:38.371104Z digest=sha256:6711e8553e32c689365ed656838cb561a077a4ad68a1495a49e79bed78e851d9

Observation 4a0d7780-f503-478c-aa5f-f25049a25352 · outbound

This paper cites G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:38.437566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:38.437566Z digest=sha256:6a5cd544eb0ac4ae2b54d303010d7e3bc9feb7716bbe9d2c6c309f57261af16f

Observation 5d699655-fa0b-4b15-8b7d-d26d123166e9 · outbound

This paper cites Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:38.546874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:38.546874Z digest=sha256:4ef3d1fd28b9941a10847042ce04d91a76341468bb7e6b9dd8c503ffa7b588d9

Observation c2b0da42-289b-4e93-bec9-0ab0f52ae334 · outbound

This paper cites A Neural Representation of Sketch Drawings.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild A Neural Representation of Sketch Drawings

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:38.619841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:38.619841Z digest=sha256:ed2d018f08dbf1ae9536727a05ba09ace5ca2f2d7fbc75d5aa6287ca51cde29b

Observation 949b4853-851d-4a2c-a0f5-7e341534b6f0 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:48.957656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:38.744244Z digest=sha256:60b57ccbd818ecba5b95d938e19604f7553e0c95bd3fcae4b996b6bc8c6d1cb5

Observation 6bd7a0dd-0ce8-4fe5-80be-1bad923400e7 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:39.002846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:39.002846Z digest=sha256:3220fe19eed05807264deaf53f7296a0e9562b9c2b112088569f87de7118e5f3

Observation 4b891f63-3d99-4534-b7ff-6d1c3dcd6baf · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:48.762116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:39.227486Z digest=sha256:65f7c09319a21c3f0c86defd89a9a7defbe2cef7235ea62909b27dd897c07a3b

Observation 7e0b2b9a-49a4-4bed-8a2f-4488239e5ae7 · outbound

This paper cites VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:53:45.596716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:39.402677Z digest=sha256:c78cb746917c1fb852658d61538239030cc44718fbc90b91da9f09064d4c9c6c

Observation 34816d5a-4dd6-4989-bf73-5fb27f0d0fd6 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:48.547992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:39.537069Z digest=sha256:ac49e04d6a929f99efba35f4d24a17c1a5cc95e79bdbc58c22d39df0b302db68

Observation 9110af96-046c-4f1d-a580-85a316b8fcca · outbound

This paper cites Socratic Chart: Cooperating Multiple Agents for Robust SVG Chart Understanding.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Socratic Chart: Cooperating Multiple Agents for Robust SVG Chart Understanding

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:53:45.428727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:39.683637Z digest=sha256:7e935f610cf6568bd60d817649949477ca4a8230741f9872b3196b7fa6df2dbd

Observation d6ab572b-a191-4b58-b1b7-44c9a7d6c936 · outbound

This paper cites Mixtral of Experts.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Mixtral of Experts

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:39.853209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:39.853209Z digest=sha256:a4eab5c33c521cc196fa2bb78f0ff273068d9d18e84298f4ea7199bee50f8847

Observation 1fd786fe-8c0b-4b21-aec4-8e4a9e219629 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:40.021946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:40.021946Z digest=sha256:54af76dcd58bce0c98760f2c8be9f2ec678f25437c4bfa8698346e6a3ee1bad5

Observation 0abd93fe-a6fe-4db1-a936-34598d00072a · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:40.139394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:40.139394Z digest=sha256:cdfde9a7a9e6c80178cd2b6abf5a8f03c9642c4d876e77e52b10aa7af43f7a82

Observation a2340eea-3f00-4bca-9d3e-6c65e9f44cb7 · outbound

This paper cites Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:40.339945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:40.339945Z digest=sha256:a139a9144c47e35aa842c22e48d5d88f810f091bdf516eacccb62b75ed2e692d

Observation 0c7b1688-5a56-4578-8eb3-ce598c9e9567 · outbound

This paper cites MIMIC-IT: Multi-Modal In-Context Instruction Tuning.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild MIMIC-IT: Multi-Modal In-Context Instruction Tuning

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:40.429581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:40.429581Z digest=sha256:d42586b1414bb0b88b8a2b048fc353d040cdc3a962a9128a950ddcebe80eb78f

Observation 177dc122-8273-4c03-870e-e8cf638b2e03 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:40.542525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:40.542525Z digest=sha256:e805bab96d2211a15ee57ed1660a919a53754fd82f53d80c3026c3d9bac7bf49

Observation 430ee0af-ecbd-48c7-9ce7-7fdc6e70efd2 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:40.623909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:40.623909Z digest=sha256:a227c5012ca0dd53a4b7eacd769dcb20a34d8c4de10fa7ffae70d359e01bd8b6

Observation 0972ef4f-c59e-48fa-83ad-89e2a2185e3f · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:40.837906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:40.837906Z digest=sha256:6a224bc3efd50fd99e2164651f869b94cacb37a5497ef9a0445cee41c2c91b44

Observation fae995da-a0c8-43e0-b121-c2ae411d647f · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:40.910622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:40.910622Z digest=sha256:a6f495e0b9b9d8b6dd1f69aebacfa8cbeaa14562d69beeb8e8a3dd6f05acc583

Observation 110010a2-9690-4bd4-add9-b0c6525ec79a · outbound

This paper cites A Learned Representation for Scalable Vector Graphics.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild A Learned Representation for Scalable Vector Graphics

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:53:45.117615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:41.015993Z digest=sha256:2a68f7cf9965da66ee6811cc2cec8d0bb8fe32d392957c97febe024c8af94c83

Observation 305d6246-9c3d-4e12-9b2e-2d285b1f1c53 · outbound

This paper cites Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:41.142189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:41.142189Z digest=sha256:2fae120bf71d818edb8f8c56dd47f505ba60bb50244ce6d0e7a9868ec7f6a5e5

Observation 9c598340-0394-4c34-864a-c75057525dca · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:48.315524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:41.242833Z digest=sha256:fc5f2555078307cc55e343cf7e9b21777a3bd063d3942ec559ee76d9c6ab3718

Observation 97d9fc32-c476-4f73-a78f-a6a39565f7bd · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:48.168519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:41.365713Z digest=sha256:49cc245449e029062c33666500b550f30ea71ba7d41d0a9f7004cf75b9545870

Observation 1773975c-1e54-4532-981d-6e06b858a601 · outbound

This paper cites SVGEditBench: A Benchmark Dataset for Quantitative Assessment of LLM's SVG Editing Capabilities.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild SVGEditBench: A Benchmark Dataset for Quantitative Assessment of LLM's SVG Editing Capabilities

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:41.584799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:41.584799Z digest=sha256:7d40b4bad809c99d58e4a381ee51d172a0c0a45856be0b9c64bf6134e07f2f6c

Observation 3d04291e-0f7b-4f0e-acee-68efcabba923 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:47.784556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:41.702567Z digest=sha256:7081f34048d36f445e605922b24c354d8568ab5795397ebe2291f1183191643c

Observation a26b1e3c-7aac-4253-95ee-52d7773f2aa3 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:47.586965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:41.813106Z digest=sha256:3e726a7cf50e082c661db4a22ab3286fd57b308511786dc0a9e971fa0251e2bd

Observation 21cac1af-876f-4577-8286-ee69d46fc997 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:41.940513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:41.940513Z digest=sha256:0ec087805284bace535764d6a28c65869c753b6dcf96b960310523a2f7f0542e

Observation 62eed948-8f4b-4666-a604-8bd02ece955b · outbound

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

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild SAM 2: Segment Anything in Images and Videos

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:42.027978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:42.027978Z digest=sha256:f120a33ccc96a634934eec6b26f9b1a064252403231ff898b4313242b6367156

Observation 82d3fc56-2bf8-4237-a3ff-e318012930b9 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:47.433430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:42.149772Z digest=sha256:ac943d8d0af128eb7a0710c9fe1f67f1d88fa8477314ef749e97bba8c6fa8407

Observation 433d23e9-0443-4452-87cc-3b80b3388a56 · outbound

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

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:42.268225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:42.268225Z digest=sha256:b059e014da4d9ebbaf7e8aeaa783d45b948a597f12142170c3ba1e632cee4cdd

Observation 4a89ffa7-dd0c-4f1a-b4cc-6b3e7b1d3cbf · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:42.378915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:42.378915Z digest=sha256:8babbc7d62c17d2020e147770db34c373359aa0e366dba1d9fba27110509e7d8

Observation 0007a4e4-90e3-40ad-938e-d0bb2f48585c · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:42.462941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:42.462941Z digest=sha256:f4d1635f1351674c8786e161f3dcce6b0b9b39dc03c2b3964e4eaa62f1a2dfaa

Observation 4d7840d9-2aeb-45a0-8fe6-1d668a5f1764 · outbound

This paper cites StarVector: Generating Scalable Vector Graphics Code from Images and Text.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild StarVector: Generating Scalable Vector Graphics Code from Images and Text

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:42.573929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:42.573929Z digest=sha256:9ad47b812552085bdc1b5bb3093561a430b54266380100f50cce515b31740ac7

Observation a6186ddb-53e1-40e7-8141-3253f669945d · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:47.192245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:42.688637Z digest=sha256:ad14a84de735ac85d34c5bf130afeff24350995a323418f612b195f8effd38ab

Observation 21d7fa33-e1e9-422e-99d4-d5d45af6dddb · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild LLaMA: Open and Efficient Foundation Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:42.803926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:42.803926Z digest=sha256:e8532c39e589b264de28785178a9b84149afe1d5e667d4ad36ad8062f3d1adb4

Observation 4314c96b-99bf-4454-b08e-d028f0a174af · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:42.889756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:42.889756Z digest=sha256:07d00489369fbc946c9eb97506183e3558012aa4be7e81d6e12c7101f427b282

Observation 93e335b1-978f-4eb3-bdf5-4e9151b1992e · outbound

This paper cites Bovik, H.R.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Bovik, H.R

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:43.003382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:43.003382Z digest=sha256:31e12345c78d8c88803844184a8184b3e64f00beca6057b5d3a581fe2eeabeb9

Observation 82c41dc8-dca8-4c4a-9c0b-239b53b2f015 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:46.947682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:43.134208Z digest=sha256:29d55b204741b8594a9032f34fd31e3bf6fbcfc8b0023d47e46c1b19be7d894f

Observation 39567ca5-0955-458b-9b1a-32547a5b00d9 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:43.247132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:43.247132Z digest=sha256:cf485c6e0517ba4f6da6872d600bbe8e11c71a6984560c0bf74fa51ffeb10097

Observation cc032aca-5f78-40ec-9295-fbe91440e51c · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:46.729247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:43.370153Z digest=sha256:729636456145177283b3c979e3c7e00494670a36682f11ac70821a3c7e21daa2

Observation bd497fa5-b4cb-464c-8c7f-8015da01afde · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:43.453809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:43.453809Z digest=sha256:ef0089b130b7e533cb3ce6bc497dc68487db2f0bfd848a474b173c3a9683c5fe

Observation 09845420-33a8-4235-8b01-d5ed4d0bf1b3 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:46.523567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:43.576782Z digest=sha256:9a5ddea264818f23c24a25ea18e76346dec518a7369a6c57086fdc4586d93ae7

Observation 292f86ae-15c8-4fc3-938f-eeac4922b8a1 · outbound

This paper cites Efros, Eli Shechtman, and Oliver Wang.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Efros, Eli Shechtman, and Oliver Wang

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:43.691455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:43.691455Z digest=sha256:9c8bc331ee30365913897fe8c8a9401c28c7b6fe536b73e9e4ad7a54b5e93bba

Observation ae8bebbd-d37c-4b6a-ace7-58ef3f136547 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:46.272581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:43.863763Z digest=sha256:9809cf46029e3a23c04331b24fb020162e411e62a865e94914463cccef9c0919

Observation 5ba32ae6-205b-4ef7-9c36-06372c2fbfb2 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild BERTScore: Evaluating Text Generation with BERT

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:43.973457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:43.973457Z digest=sha256:27e3ecc948fac9d2b8d14e15edd033867d15a01bd26c698a6eaa31ba7c9ff4f1

Observation fb27a949-a707-4bb0-bca3-e7670dec94f5 · outbound

This paper cites an unresolved cited work.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T21:53:46.036764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:44.107513Z digest=sha256:c66593c5344d422f636d5cb8fbe5bef6d08efbab31bfe73a7d813fd3727993b4

Observation 223c081d-40ce-4a4a-b6fa-12434a52646d · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:44.316323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:44.316323Z digest=sha256:f986e440c828e5c701c226abbda49048d029dac7b0d17926bee42170f4152f69

Observation 69a58c18-3f54-4170-9ccd-fe88a8b51317 · outbound

This paper cites VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:44.427016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:44.427016Z digest=sha256:7783bf3ed32ff22b24478b252640fb5c42116f2dc07ee539a32cecea5395c857

Observation 0de03177-002b-4e00-aac2-f59f9c840908 · outbound

This paper cites In Watermarking, Mithun Das Gupta (Ed.).

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild In Watermarking, Mithun Das Gupta (Ed.)

Reference 2012

Resolution
malformed identifier
doi_truncated, observed 2026-08-05T21:53:44.678477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:38.832608Z digest=sha256:71ed7c30ab91d54a85ed94963ad7df70991081dfe0b8e5bf2ca8776a0b29dfb3

Observation 62546fa9-cd31-47c6-b83c-7dead9674a9c · outbound

This paper cites The Unreasonable Effectiveness of Deep Features as a Perceptual Metric.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:43.786035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:43.786035Z digest=sha256:6cc1a107392bd1ef560cfb24b7432bd7c8d78e323ef9f12fdea70362edbc6f37

Observation 25a6b0ce-ba8b-4b84-8442-fb8f14a62bca · outbound

This paper cites Advances in neural information processing systems 35 (2022), 23716–23736.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Advances in neural information processing systems 35 (2022), 23716–23736

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:37.611710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:37.611710Z digest=sha256:e32708177f3eb22505898728c5bbb9bc87a776856e24deee94ba257643bd13d9

Observation 5d6efa5b-229e-489c-a42b-b769e3a824a8 · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:40.243989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:40.243989Z digest=sha256:bf039dd86703cdee3bf7a4a256cf6f7d306e6ce46be254fe825a5f014dfb7857

Observation a0657e44-12a5-45e5-a892-badbde77bb92 · outbound

This paper cites In Advances in Neural Information Processing Systems , A.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild In Advances in Neural Information Processing Systems , A

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:45.836550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:44.232334Z digest=sha256:b6b3f8309f97290d9cbefb7afc840e54f92dd66fd0e83794f2c878c0f2140893

Observation b0b828e5-2c05-490f-9e34-1387d27b8714 · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence, Vol.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild In Proceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:47.974800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:41.474935Z digest=sha256:cc386c8559acca84f67145dec1bb5e32e61c659fa9e3d00f55bfc25a19361bc2

Pith citing papers

No inbound Pith citation observations are available.