DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs | Paper Citation Record

Observation c201e185-eee5-49ee-a9b0-c2ca80d845f4 · outbound

This paper cites GPT-4 Technical Report.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs GPT-4 Technical Report

Reference 1

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Observation 43efa36a-bb39-4e18-8419-7712a080ed51 · outbound

This paper cites In: NeurIPS (2022) 1, 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2022) 1, 2

Reference 2

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Observation 724bd4d6-c78a-45d0-a194-cfe9edf3479b · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

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Observation 9f9a2c07-49b6-4862-a614-6beafbde6294 · outbound

This paper cites In: ICCV (2021) 2, 6, 9.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICCV (2021) 2, 6, 9

Reference 4

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Observation 607be67e-a3c6-44a2-8956-93aab90f7d4d · outbound

This paper cites In: NeurIPS (2020) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2020) 2

Reference 5

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This paper cites In: ECCV (2020) 4.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ECCV (2020) 4

Reference 6

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Observation 7836d8d4-84b7-47c8-a079-162823de13a0 · outbound

This paper cites In: CVPR (2024) 1, 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2024) 1, 2

Reference 7

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Observation 4f3e1cfc-98a5-41bd-9d90-15aea3596228 · outbound

This paper cites Uncertainty-Guided Self-Questioning and Answering for Video-Language Alignment.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Uncertainty-Guided Self-Questioning and Answering for Video-Language Alignment

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:14.260667Z

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Observation 345d4ff9-0653-4faf-8052-39fb18424663 · outbound

This paper cites MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:14.332299Z

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Observation 66fe3c21-9130-4585-a951-609915ea4b3a · outbound

This paper cites ShareGPT4V: Improving Large Multi-Modal Models with Better Captions.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:14.390971Z

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Observation 2da34952-7e06-42c6-ad0f-7a60dfe52fc0 · outbound

This paper cites ShareGPT4Video: Improving Video Understanding and Generation with Better Captions.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs ShareGPT4Video: Improving Video Understanding and Generation with Better Captions

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:14.432529Z

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Observation 86b558ce-f96b-4733-9f88-c59990bc0dd7 · outbound

This paper cites I see you, Batman!.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs I see you, Batman!

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:14.513288Z

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Observation 5c4a722a-da2d-42d3-bc83-d5940e9691a8 · outbound

This paper cites EgoPlan-Bench: Benchmarking Multimodal Large Language Models for Human-Level Planning.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs EgoPlan-Bench: Benchmarking Multimodal Large Language Models for Human-Level Planning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:14.586386Z

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Observation 5498de92-18fa-4680-97ac-b93c70780507 · outbound

This paper cites In: CVPR (2024) 3.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2024) 3

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:14.671358Z

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Observation b7ae5fcc-f264-4131-9fb5-268430b92ae1 · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:14.763233Z

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Observation f0194408-f5ec-4a50-9cf6-5439a4022bcf · outbound

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Unresolved cited work

Reference 16

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This paper cites MobileVLM V2: Faster and Stronger Baseline for Vision Language Model.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:14.924271Z

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Observation eefbd9ad-4aaf-413d-9aaa-49f560c5227e · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 18

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Observation cb31d280-a509-4892-8e52-0cb174b0c121 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:15.079259Z

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This paper cites PaLM-E: An Embodied Multimodal Language Model.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs PaLM-E: An Embodied Multimodal Language Model

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:15.184382Z

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Observation 8cd5c9eb-8562-4209-a371-08b49ddf1272 · outbound

This paper cites The Llama 3 Herd of Models.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs The Llama 3 Herd of Models

Reference 21

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Observation b2823f80-b137-44c5-b1ac-0516804f4955 · outbound

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Unresolved cited work

Reference 22

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Observation e3776ed1-c023-4dcb-b04b-50b221e334e1 · outbound

This paper cites In: CVPR (2023) 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2023) 6

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:15.426339Z

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Observation 0ce230bb-953d-4a1e-8900-a855f7c56296 · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:15.473346Z

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Observation ff4062fc-f51c-4b6a-8b42-aeb20bd31974 · outbound

This paper cites Planting a SEED of Vision in Large Language Model.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Planting a SEED of Vision in Large Language Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:15.540771Z

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Observation 02d3d1dd-4791-464b-b24d-bc252e7e3746 · outbound

This paper cites In: ICCV (2017) 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICCV (2017) 6

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:15.614673Z

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Observation 1a15b683-b156-4d4c-9959-6d4ed0728984 · outbound

This paper cites In: ICLR (2022) 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICLR (2022) 6

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:15.687789Z

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Observation 607dafda-84ce-4743-9e65-46991d82fbb3 · outbound

This paper cites In: CVPR (2019) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2019) 2

Reference 28

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Observation e98d4342-9857-4619-b6b2-377dac9c3b79 · outbound

This paper cites Mistral 7B.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Mistral 7B

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:15.849245Z

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Observation 2c7f589a-3863-4465-a417-2f691152cc5e · outbound

This paper cites In: CVPR (2024) 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2024) 6

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:30.848354Z

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Observation 6cdc7be4-f0c6-42f2-8e3d-3274e708f59b · outbound

This paper cites The Kinetics Human Action Video Dataset.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs The Kinetics Human Action Video Dataset

Reference 31

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Observation 0959ef81-d36f-470e-82ac-a4902e94d8aa · outbound

This paper cites In: ECCV (2024) 1, 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ECCV (2024) 1, 2

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:30.531168Z

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Observation 538bee68-24e6-4c16-ae51-3ecc023ed6df · outbound

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs MIMIC-IT: Multi-Modal In-Context Instruction Tuning

Reference 33

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Otter: A Multi-Modal Model with In-Context Instruction Tuning

Reference 34

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs LLaVA-OneVision: Easy Visual Task Transfer

Reference 35

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICML (2023) 1, 2, 3

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:30.215814Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7542d54d-f7fc-4283-b69d-2ada832e5bca · outbound

This paper cites In: ICML (2022) 4, 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICML (2022) 4, 6

Reference 37

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Observation 7c86479a-1c60-4aa1-b402-216da35395b0 · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs VideoChat: Chat-Centric Video Understanding

Reference 38

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Observation d8289b59-9e87-4593-b8c3-81e9643c4161 · outbound

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2024) 1, 2, 5, 6

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:29.657002Z

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment

Reference 40

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs TokenPacker: Efficient Visual Projector for Multimodal LLM

Reference 41

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Observation 321d4b0d-5c05-495f-80a2-096a7362fa8d · outbound

This paper cites In: ECCV (2024) 5, 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ECCV (2024) 5, 6

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:29.498383Z

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 43

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ECCV (2014) 2

Reference 44

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e629ad1a-c779-4479-8d24-7deba78bd179 · outbound

This paper cites In: CVPR (2024) 1.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2024) 1

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:29.062686Z

Source-reported events for the cited work

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Observation 4a44d768-9562-4cc9-afbf-b67f35e7967f · outbound

This paper cites In: NeurIPS (2023) 1, 2, 3, 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2023) 1, 2, 3, 6

Reference 46

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This paper cites In: ECCV (2024) 5, 6, 9.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ECCV (2024) 5, 6, 9

Reference 47

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Observation 8461f797-6b66-4aca-a0ad-f46468ac7f1f · outbound

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2020) 3

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:28.539521Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7d6b7801-4119-411d-8ec9-75f68c7a6da9 · outbound

This paper cites In: ICML (2023) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICML (2023) 2

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:28.318729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding

Reference 50

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Reference 51

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2023) 6

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:28.175772Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 386b79ff-461c-439c-8740-a77dfb464328 · outbound

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DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2024) 1

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:27.903975Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 49a829dd-f3dd-4985-bef6-b4571903db11 · outbound

This paper cites In: NeurIPS (2024) 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2024) 6

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:27.677008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ee7759d0-0519-47ec-96a9-a2904642e3e4 · outbound

This paper cites In: ICCV (2015) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICCV (2015) 2

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:27.487305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 43c0b533-4ac5-4a04-9d05-714a5d021326 · outbound

This paper cites Streaming Long Video Understanding with Large Language Models.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Streaming Long Video Understanding with Large Language Models

Reference 56

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Observation 7233cdfa-b97e-478c-92fb-9754b71359eb · outbound

This paper cites In: ICML (2021) 4.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICML (2021) 4

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:27.263986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b7ffccc3-a817-4768-aebb-b72c3e2920ec · outbound

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

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:17.535347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a05af73-cc51-4fa8-a9fe-06b5697fa399 · outbound

This paper cites In: NeurIPS (2017) 3.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2017) 3

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:27.011795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8d2417f6-8f7b-4124-ad1b-50160aa41901 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:17.726972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbe2b09d-1871-496c-8ba4-195f40160540 · outbound

This paper cites In: NeurIPS (2024) 3.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2024) 3

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:26.719355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d0e2a374-33f4-4108-a157-64655cfd577d · outbound

This paper cites arXiv:2409.02889 (2024) 5.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs arXiv:2409.02889 (2024) 5

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:17.876527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9e902cd-cb82-47cf-82d4-603c9f294408 · outbound

This paper cites In: ECCV (2024) 1, 2, 5, 6, 9.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ECCV (2024) 1, 2, 5, 6, 9

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:26.539128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 511b4426-8679-44f0-a05d-b86c191e34b7 · outbound

This paper cites In: NeurIPS (2021) 2, 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2021) 2, 6

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:26.310005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0de2c905-712d-4d08-b347-fd91b045fc66 · outbound

This paper cites In: CVPR (2021) 6 12.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2021) 6 12

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:25.983174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f7d431bf-cb92-4640-a746-f6f2056a90d8 · outbound

This paper cites Slot-VLM: SlowFast Slots for Video-Language Modeling.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Slot-VLM: SlowFast Slots for Video-Language Modeling

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:18.120829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebaffa45-cddf-4b24-9b6d-ca4799c54f16 · outbound

This paper cites In: CVPR (2016) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2016) 2

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:25.628447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8da4eebb-4466-491b-b306-00581c9b7091 · outbound

This paper cites PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:18.355450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34460155-d1c6-48db-85f6-23598d400956 · outbound

This paper cites RAL (2024) 1.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs RAL (2024) 1

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:25.341643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7bf3ec7f-6b4a-4085-a110-40881a5299fd · outbound

This paper cites DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:18.564455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b3b342-ae0a-44a5-b0b4-153c0da017fd · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:18.659223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e0faf98-bfa6-4278-8748-473a2e7926dc · outbound

This paper cites In: CVPR (2024) 1, 3.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2024) 1, 3

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:25.052767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 81106527-a8cd-4c8f-a833-43e854334668 · outbound

This paper cites In: ICLR (2020) 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICLR (2020) 6

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:24.698975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0beed7bf-d1b4-4ce8-8fe0-58119cbd0be3 · outbound

This paper cites In: ICLR (2024) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICLR (2024) 2

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:24.434302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0231cead-6e59-41bb-b365-ccd9cc2b50bf · outbound

This paper cites In: ECCV (2016) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ECCV (2016) 2

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:24.113166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bc52b499-29e2-4fb4-a2ff-eff8f96974b8 · outbound

This paper cites In: CVPR (2023) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: CVPR (2023) 2

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:23.824932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3726dca5-5270-440f-946b-40c29d849afe · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:19.313543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c636545-9057-455b-86a3-c57df509d1d2 · outbound

This paper cites InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:19.466169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf98a928-97fb-49f1-a8b2-0426a301e87f · outbound

This paper cites LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:19.548969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc289c9d-427d-4610-8baa-f295ed061a79 · outbound

This paper cites Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:19.619551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e819ecc3-4df0-474b-b1df-8a031c12164b · outbound

This paper cites In: ICLR (2025) 5, 6.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: ICLR (2025) 5, 6

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:23.450916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4bc26048-147c-4687-835c-a95a3e75083a · outbound

This paper cites an unresolved cited work.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:38:23.105549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 904869a4-664e-4648-b434-788a107d910f · outbound

This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:19.891685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17b80f1f-639d-4ed0-8004-9db7e39d7fca · outbound

This paper cites MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:19.968980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cc34e76-338a-432b-b6d5-791c97873d5a · outbound

This paper cites an unresolved cited work.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:38:22.784460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 291812b2-9a35-4724-8333-e582821e6ec1 · outbound

This paper cites In: NeurIPS (2023) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2023) 2

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:22.525218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3aa8ffb8-1d66-486b-9788-233ae4cc58c3 · outbound

This paper cites In: NeurIPS (2024) 1.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: NeurIPS (2024) 1

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:22.186809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d69fd75a-9aa7-4bd6-928c-b428aaaf0e05 · outbound

This paper cites ViLLa: Video Reasoning Segmentation with Large Language Model.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs ViLLa: Video Reasoning Segmentation with Large Language Model

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:20.326601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e973c4df-534a-4661-8449-cf606e65c9f5 · outbound

This paper cites MLVU: Benchmarking Multi-task Long Video Understanding.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs MLVU: Benchmarking Multi-task Long Video Understanding

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:20.409072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8ea2821-4834-40c5-8833-fc92a11bd334 · outbound

This paper cites In: AAAI (2018) 2.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs In: AAAI (2018) 2

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:38:21.736590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4144ffb2-608f-478b-b583-7ffa57eae19f · outbound

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

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:20.626312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7f5f831-62fd-475b-bc0d-3474d9e72514 · outbound

This paper cites VL-GPT: A Generative Pre-trained Transformer for Vision and Language Understanding and Generation.

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs VL-GPT: A Generative Pre-trained Transformer for Vision and Language Understanding and Generation

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T17:38:20.743420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers