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Paper Citation Record · LEDGER

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking

As of 18 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 4 inbound Pith citation observations for arXiv:2411.15600.

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

pith.paper-citation-record.v1
2411.15600 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:09:18.356984Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:48:47.941164Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:47:30.785940Z

Reference resolution

51 of 51 outbound references displayed

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  • verified fuzzy42
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c691b2e0-3aa4-4517-b7a8-de1014d9f763 · outbound

This paper cites Human mem- ory: A proposed system and its control processes.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Human mem- ory: A proposed system and its control processes

Reference 1

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 881e888d-1078-449b-9ad5-994789e07879 · outbound

This paper cites Hiptrack: Visual tracking with historical prompts.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Hiptrack: Visual tracking with historical prompts

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 8a57c619-3fd1-4110-a336-57db4580f668 · outbound

This paper cites Lasot: A high-quality benchmark for large-scale single ob- ject tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Lasot: A high-quality benchmark for large-scale single ob- ject tracking

Reference 3

Resolution
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no resolver link, observed 2026-08-12T14:09:18.114816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 96076bb1-e19d-486c-a9a0-8fc314c3fd77 · outbound

This paper cites Lasot: A high-quality large-scale single object tracking benchmark.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Lasot: A high-quality large-scale single object tracking benchmark

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation f2e1bfc6-d475-4fee-8d92-ffb21e0fc335 · outbound

This paper cites The ther- mal infrared visual object tracking vot-tir2015 challenge re- sults.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking The ther- mal infrared visual object tracking vot-tir2015 challenge re- sults

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 3c47da88-d533-4e27-904e-94fd2c4cdf3f · outbound

This paper cites Siamese Natural Language Tracker: Tracking by Natural Language Descriptions with Siamese Trackers.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Siamese Natural Language Tracker: Tracking by Natural Language Descriptions with Siamese Trackers

Reference 6

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7ee7f2b0-718e-4e4a-9776-e6151e02ab5b · outbound

This paper cites Real-time visual object tracking with natural lan- guage description.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Real-time visual object tracking with natural lan- guage description

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 44c9f2af-045c-42fa-8a7a-70f844a7e963 · outbound

This paper cites Siamese natural language tracker: Tracking by natural lan- guage descriptions with siamese trackers.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Siamese natural language tracker: Tracking by natural lan- guage descriptions with siamese trackers

Reference 8

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation b761f02c-1fd9-4117-bd35-8f0467b15c93 · outbound

This paper cites MemVLT: Vision-language tracking with adaptive memory- based prompts.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking MemVLT: Vision-language tracking with adaptive memory- based prompts

Reference 9

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a56339be-e9c9-4f14-b7fe-fbf118c2f054 · outbound

This paper cites Consistencies are all you need for semi-supervised vision-language tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Consistencies are all you need for semi-supervised vision-language tracking

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 782e3fdb-7f13-423c-98a4-8e531c289e26 · outbound

This paper cites Divert more attention to vision-language tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Divert more attention to vision-language tracking

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a18ba0f9-cb3e-4228-ab3f-d09fe06e99c9 · outbound

This paper cites Divert more attention to vision-language object tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Divert more attention to vision-language object tracking

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d4ad2f17-3e36-4606-80ac-d8429d77aba6 · outbound

This paper cites Global instance tracking: Locating target more like humans.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Global instance tracking: Locating target more like humans

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 2d5bd364-cf7e-4c6d-b4c7-e54bbbe5e165 · outbound

This paper cites A multi-modal global instance tracking benchmark (mgit): Better locating target in complex spatio-temporal and causal relationship.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking A multi-modal global instance tracking benchmark (mgit): Better locating target in complex spatio-temporal and causal relationship

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation e0ff01a6-a8e9-44e1-b151-b84c0f8c54c9 · outbound

This paper cites Sotverse: A user- defined task space of single object tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Sotverse: A user- defined task space of single object tracking

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c4eaebec-61c2-4c42-8e2e-a301cc81fb6e · outbound

This paper cites Rtracker: Recoverable track- ing via pn tree structured memory.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Rtracker: Recoverable track- ing via pn tree structured memory

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 0774f916-c945-4e4c-b88a-91f50ef30465 · outbound

This paper cites The sixth visual object tracking vot2018 challenge results.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking The sixth visual object tracking vot2018 challenge results

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 88220d66-de46-4b7d-9aad-ee7477ba4a0a · outbound

This paper cites The seventh visual object tracking vot2019 chal- lenge results.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking The seventh visual object tracking vot2019 chal- lenge results

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 84d66b3c-cf7b-4fa4-98ab-c437e0f9aa11 · outbound

This paper cites The eighth visual object tracking vot2020 chal- lenge results.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking The eighth visual object tracking vot2020 chal- lenge results

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 3a1abc17-5ecc-43e2-aa9f-75e330ec33e5 · outbound

This paper cites The ninth visual object tracking vot2021 challenge results.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking The ninth visual object tracking vot2021 challenge results

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation ef392102-65b6-4b4d-a993-46fd01ac911b · outbound

This paper cites The tenth visual object tracking vot2022 challenge re- sults.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking The tenth visual object tracking vot2022 challenge re- sults

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 65bd778c-f33d-452d-8017-040820f4a3a6 · outbound

This paper cites Dtllm-vlt: Diverse text generation for visual language tracking based on llm.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Dtllm-vlt: Diverse text generation for visual language tracking based on llm

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.865064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 4ad675ef-d0f0-4044-92b5-2b720b9f1a7d · outbound

This paper cites DTVLT: A Multi-modal Diverse Text Benchmark for Visual Language Tracking Based on LLM.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking DTVLT: A Multi-modal Diverse Text Benchmark for Visual Language Tracking Based on LLM

Reference 23

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:09:18.216985Z digest=sha256:ebbb121a5dc32247217463b60f3b6dd56bbcca6a5455034eff7d6a6b859def6f

Observation e2a7c7a5-3c78-46fd-a66b-35eae532892d · outbound

This paper cites Visual Language Tracking with Multi-modal Interaction: A Robust Benchmark.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Visual Language Tracking with Multi-modal Interaction: A Robust Benchmark

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:09:18.465992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation eab50161-26c0-48e1-9d5e-8b3e2f4140b1 · outbound

This paper cites Cross- modal target retrieval for tracking by natural language.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Cross- modal target retrieval for tracking by natural language

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.850078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation ede48084-bcb6-4c20-8c4b-64a06640b73b · outbound

This paper cites Tracking by natural language specification.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Tracking by natural language specification

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.835221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 78a3cc78-8dba-4446-b3ca-29f268e31bd9 · outbound

This paper cites Unifying visual and vision-language tracking via contrastive learning.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Unifying visual and vision-language tracking via contrastive learning

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.820905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d04315e0-37e9-4afe-8d2f-43569950c657 · outbound

This paper cites Human memory.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Human memory

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.804407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation b4dba66c-1329-47fb-837d-e88ee4fecaa8 · outbound

This paper cites The visual object track- ing vot2016 challenge results.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking The visual object track- ing vot2016 challenge results

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.790519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 3ead83b6-0b82-4cca-8684-2b92c2bcecbb · outbound

This paper cites Context-aware integration of lan- guage and visual references for natural language tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Context-aware integration of lan- guage and visual references for natural language tracking

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.774118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 1fe940d1-a924-4644-b23f-b21af2d2134f · outbound

This paper cites Explicit visual prompts for visual object tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Explicit visual prompts for visual object tracking

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.759747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 8c0b6c44-f2b2-4804-b90b-51dc991611d1 · outbound

This paper cites Auditory sensory (”echoic”) memory dysfunction in schizophrenia.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Auditory sensory (”echoic”) memory dysfunction in schizophrenia

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.745258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 5ad3aaec-2001-450f-905c-ef1547a5e252 · outbound

This paper cites ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-12T14:09:18.267141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:09:18.267141Z digest=sha256:ae80022f7ef8e3a1790b369489b1a50950821aadfd61fe2a39cb2c42a9cd59f0

Observation 917f536b-3295-4830-80a2-8f134fefd9b7 · outbound

This paper cites Elysium: Exploring object-level perception in videos via mllm.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Elysium: Exploring object-level perception in videos via mllm

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.730119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.272795Z digest=sha256:194fd03cd9351e6b996d26d5e470a2cbd369ff5dedb065de8e7be7cc126b1d29

Observation db3ba621-7ef0-48be-880f-55a6fcd7fb8f · outbound

This paper cites Semtrack: A large-scale dataset for semantic tracking in the wild.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Semtrack: A large-scale dataset for semantic tracking in the wild

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.715262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.277700Z digest=sha256:a0d138f3152fc76a888f7493672a24d64afc2c90c85f35ccf5dc97c78b83b250

Observation f9e12642-b43f-41b8-bc4f-da8173b7627e · outbound

This paper cites Unified transformer with isomorphic branches for natural language tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Unified transformer with isomorphic branches for natural language tracking

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.699411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.283013Z digest=sha256:af514ea9c664d94f148e365c5e6ec37c42da547ad9da4d1afd80ca1611f8685d

Observation 4c3a89d1-ed08-496e-be7b-26df92b80bdf · outbound

This paper cites Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T14:09:18.288190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:09:18.288190Z digest=sha256:b7ac819d00c6c9f719dd1b712b06e0627b21e510f263bed33e35c058c228ec32

Observation 95ea0b52-9fde-4404-a1b7-7259aa545944 · outbound

This paper cites Towards more flexible and accurate object tracking with natural language: Algo- rithms and benchmark.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Towards more flexible and accurate object tracking with natural language: Algo- rithms and benchmark

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.684054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.293346Z digest=sha256:f3ad6b69e0c933b49bcc58cc84177d0097923232cdb492c8101d88cd7b70ae8c

Observation 5f28e509-88c0-4f24-b367-0eb9700b0621 · outbound

This paper cites Online object tracking: A benchmark.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Online object tracking: A benchmark

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.669373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.298731Z digest=sha256:dbb1e4fa02b70cbe08a642e3fc76012d08f7a0d0a6f597334f143913a13f2ca5

Observation dd0a1bfa-3699-45c7-b46c-3a67baf380de · outbound

This paper cites Object track- ing benchmark.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Object track- ing benchmark

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.654849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.303585Z digest=sha256:de5faae745ac51667f4b7746c2bcfbd967bc75a5e704f92e9dd016b446fbdc98

Observation 932c0727-fa98-42a7-8928-56e91a12cc20 · outbound

This paper cites Autore- gressive queries for adaptive tracking with spatio-temporal transformers.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Autore- gressive queries for adaptive tracking with spatio-temporal transformers

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.639677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.308091Z digest=sha256:ef4c151fcc845c7c15853fba7b99e362358ad0506f69e7c8597fb8476a268bbb

Observation 203c9a77-e2b8-470d-be58-cf95dadd2df7 · outbound

This paper cites Grounding-tracking-integration.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Grounding-tracking-integration

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.625256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.313353Z digest=sha256:675463d40be9960042e134da159a1394e5ea57e228815f65e0b752fa383ab516

Observation 0e63a94b-20e4-4cb8-be81-4617b937366e · outbound

This paper cites Webuav- 3m: A benchmark for unveiling the power of million-scale deep uav tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Webuav- 3m: A benchmark for unveiling the power of million-scale deep uav tracking

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.609682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.318218Z digest=sha256:39441bb16dac7c44bbdd8857f971a7bab501670fa665b39b230f46e0ac765829

Observation fadae9dd-0be5-411a-94d4-406e88d3823a · outbound

This paper cites Underwater Camouflaged Object Tracking Meets Vision-Language SAM2.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Underwater Camouflaged Object Tracking Meets Vision-Language SAM2

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-12T14:09:18.323238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:09:18.323238Z digest=sha256:b42b6614e777799c78eb307136b7739d3b808940fa50094a598ce06a61c1ad86

Observation 321d7609-2b05-4dc8-910f-3087262260bf · outbound

This paper cites WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-12T14:09:18.328043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:09:18.328043Z digest=sha256:5d78eaa424f3bb8f4b279fd21cedfdfa24f94bdf0fced03f45ef5fd9a923dc8e

Observation f272e89d-847a-428a-aaf2-23a903f1fd8c · outbound

This paper cites One-stream stepwise decreas- ing for vision-language tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking One-stream stepwise decreas- ing for vision-language tracking

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.592456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.332954Z digest=sha256:38168929ad5d15d714e40f2d0cb1458c1423dcde11f935cea8e29b00c3ecfd61

Observation 0bd97540-232a-47df-a677-5d2e0d843ae6 · outbound

This paper cites One-stream vision-language memory network for object tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking One-stream vision-language memory network for object tracking

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.575460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.337812Z digest=sha256:377f4a7dead0d5f4048d1c30756550a031c007b53cabf226fb3c79d379827245

Observation 0b10906b-48cd-4c07-9e97-30d1c1fd858d · outbound

This paper cites Transformer vision-language tracking via proxy token guided cross-modal fusion.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Transformer vision-language tracking via proxy token guided cross-modal fusion

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.558743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.342232Z digest=sha256:9b61e15506414520de18a1fbeee7ffbabbdbea5ea58ac63b76f620a7577b3ef0

Observation 7a4a8d23-6730-4448-af42-86aa5cfd59a4 · outbound

This paper cites Towards unified token learn- ing for vision-language tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Towards unified token learn- ing for vision-language tracking

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.542702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.347565Z digest=sha256:8386d3c28a46d094f72ffd130bbbfa781f68779feb7ac82a85e3bf16d67177e1

Observation f05b2deb-bb77-45d7-b166-5feaa4c7c507 · outbound

This paper cites Odtrack: Online dense temporal token learning for visual tracking.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Odtrack: Online dense temporal token learning for visual tracking

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.526689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.352182Z digest=sha256:17acfa8b2ddb41d912179c613b1b60ffeec66c270d9a94007f5cd54f3dcaf49f

Observation 047e5346-a73f-4ae6-b1fe-3a345f869610 · outbound

This paper cites Joint vi- sual grounding and tracking with natural language specifica- tion.

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking Joint vi- sual grounding and tracking with natural language specifica- tion

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:09:18.511244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T14:09:18.356984Z digest=sha256:8a2dbda08d863768fe4dc95b10db0929961ebb45213b9330011e8ec245de8367

Pith citing papers

Observation f9b351c5-372e-4071-9993-8bc2101de048 · inbound

Enhancing Vision-Language Tracking by Effectively Converting Textual Cues into Visual Cues cites this paper.

Enhancing Vision-Language Tracking by Effectively Converting Textual Cues into Visual Cues How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T00:09:21.137235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:09:21.137235Z digest=sha256:fb90ab9480b6cdca3b372e619562f000fe04d2544a662d15de45b8cf3f66339f

Observation 2c0f1374-5f44-4ad5-bdbc-4b0802bdb424 · inbound

DARTer: Dynamic Adaptive Representation Tracker for Nighttime UAV Tracking cites this paper.

DARTer: Dynamic Adaptive Representation Tracker for Nighttime UAV Tracking How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-16T04:48:47.941164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:48:47.941164Z digest=sha256:abf1e3796e48045dd808e81db653150ddbb1ef17a7f3030163be1c7de6779993

Observation c6b60fe2-130c-4dd0-8cfb-129f4d97ab6f · inbound

ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking cites this paper.

ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T18:00:25.272754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:00:25.272754Z digest=sha256:4cf0da2d86a5b508091d3b0be6ee6e6e82ef8b5a2c4053fca95fd103b6ba1923

Observation 411cef07-8af4-4362-95f6-05eddc97d6ed · inbound

Vision-Language Guided Hyperspectral Object Tracking via Semantics Fusion and Contextual Template Updating cites this paper.

Vision-Language Guided Hyperspectral Object Tracking via Semantics Fusion and Contextual Template Updating How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-03T00:47:30.788092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T17:00:06.124148Z digest=sha256:cd7422f125c07f1ad8f93ad46becdb856fe16f7ddb66c7b79d5acd58f1e879e8