Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T15:35:30.340013Z
Paper Citation Record · LEDGER
Temporal Preference Optimization for Long-Form Video Understanding
As of 15 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 8 inbound Pith citation observations for arXiv:2501.13919.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:35:47.754884Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T13:45:46.078854Z
Reference resolution
73 of 73 outbound references displayed
- verified exact0
- verified fuzzy14
- unresolved59
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6388fa38-6206-498b-8586-de772a5ed90c · outbound
This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.
Temporal Preference Optimization for Long-Form Video Understanding Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.052266Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af86cbbf-dd04-49a9-8b09-c85557555cc3 · outbound
This paper cites GPT-4 Technical Report.
Temporal Preference Optimization for Long-Form Video Understanding GPT-4 Technical Report
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.058831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccd4f21c-0009-444f-95cc-21a91a44285f · outbound
This paper cites ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO.
Temporal Preference Optimization for Long-Form Video Understanding ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.065401Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 244a4b93-45c9-4d73-bedf-b8b6ef16fd29 · outbound
This paper cites Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback.
Temporal Preference Optimization for Long-Form Video Understanding Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.073317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50d9d4a1-7f72-4fc6-aebf-a59309f2e270 · outbound
This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.
Temporal Preference Optimization for Long-Form Video Understanding Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.078522Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 431f0539-0b9d-447c-9712-5c0ea0be68f2 · outbound
This paper cites ShareGPT4Video: Improving Video Understanding and Generation with Better Captions.
Temporal Preference Optimization for Long-Form Video Understanding ShareGPT4Video: Improving Video Understanding and Generation with Better Captions
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.082895Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 178594a7-eaa1-444d-a2c1-a127bef70c95 · outbound
This paper cites TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability.
Temporal Preference Optimization for Long-Form Video Understanding TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.088602Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0278fd76-9f7e-46f5-897f-4362c793b0fc · outbound
This paper cites Large-margin contrastive learning with distance polarization regularizer.
Temporal Preference Optimization for Long-Form Video Understanding Large-margin contrastive learning with distance polarization regularizer
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:31.058537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 89af25b5-0305-4b2b-9175-803d0c9c4187 · outbound
This paper cites InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks.
Temporal Preference Optimization for Long-Form Video Understanding InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.097928Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6701107-79a5-4fcc-8e50-569efb463f4e · outbound
This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.
Temporal Preference Optimization for Long-Form Video Understanding Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.102854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45e4da70-ee5b-4608-a319-f59ec92a4418 · outbound
This paper cites Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP.
Temporal Preference Optimization for Long-Form Video Understanding Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.107038Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02aee7bf-126b-48ca-9cd2-908c8021e7b0 · outbound
This paper cites Enhancing large vision language models with self-training on image comprehension.
Temporal Preference Optimization for Long-Form Video Understanding Enhancing large vision language models with self-training on image comprehension
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:31.040312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c8260679-dd87-454a-84e7-b9c06c9110d9 · outbound
This paper cites Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos.
Temporal Preference Optimization for Long-Form Video Understanding Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.116631Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90129829-1761-4e0d-8c4b-7998284f5cde · outbound
This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.
Temporal Preference Optimization for Long-Form Video Understanding Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.121345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be63f7ac-5fce-4683-9ddd-1052420ac8cc · outbound
This paper cites VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction.
Temporal Preference Optimization for Long-Form Video Understanding VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.125217Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3005a8aa-3314-4506-8c76-f3a7083a177c · outbound
This paper cites Tall: Temporal activity localization via language query.
Temporal Preference Optimization for Long-Form Video Understanding Tall: Temporal activity localization via language query
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:31.028835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7fd242ed-fd9e-41b5-870a-6cb38cf9afcb · outbound
This paper cites Detecting and preventing hallucinations in large vision language models.
Temporal Preference Optimization for Long-Form Video Understanding Detecting and preventing hallucinations in large vision language models
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.132541Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ae9fa5b-c640-4e58-930a-cc0726152325 · outbound
This paper cites Large Language Models Are Reasoning Teachers.
Temporal Preference Optimization for Long-Form Video Understanding Large Language Models Are Reasoning Teachers
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.136285Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f20bb0b-ca90-4602-96a2-3f33908ac49d · outbound
This paper cites CogVLM2: Visual Language Models for Image and Video Understanding.
Temporal Preference Optimization for Long-Form Video Understanding CogVLM2: Visual Language Models for Image and Video Understanding
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.140139Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9edc5c85-44d2-4ab4-baae-56f8187c86ac · outbound
This paper cites Lita: Language instructed temporal-localization assistant.
Temporal Preference Optimization for Long-Form Video Understanding Lita: Language instructed temporal-localization assistant
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:31.010533Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b4a7e62e-a4b8-46d8-8c5d-4fda27ffe16c · outbound
This paper cites Large Language Models Can Self-Improve.
Temporal Preference Optimization for Long-Form Video Understanding Large Language Models Can Self-Improve
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.146705Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f19911a-5b01-4695-93f5-d749ae93e01c · outbound
This paper cites Bimba: Selective-scan compression for long-range video question answering.
Temporal Preference Optimization for Long-Form Video Understanding Bimba: Selective-scan compression for long-range video question answering
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.998517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 78f59d88-b517-4a00-b2be-32e334da12ca · outbound
This paper cites What matters when building vision-language models?, 2024.
Temporal Preference Optimization for Long-Form Video Understanding What matters when building vision-language models?, 2024
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.153194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50c563c7-d614-4ab2-861d-1e102fba0451 · outbound
This paper cites Detecting moments and highlights in videos via natural language queries.
Temporal Preference Optimization for Long-Form Video Understanding Detecting moments and highlights in videos via natural language queries
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.980478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6d969358-0c24-4406-bef4-d42986ae8cd2 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
Temporal Preference Optimization for Long-Form Video Understanding LLaVA-OneVision: Easy Visual Task Transfer
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.158917Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4205c792-fcd8-44b6-aa00-cdcc428a21c9 · outbound
This paper cites Aria: An Open Multimodal Native Mixture-of-Experts Model.
Temporal Preference Optimization for Long-Form Video Understanding Aria: An Open Multimodal Native Mixture-of-Experts Model
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.162277Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e83448f-87fd-4b04-a40e-c81e2a3900a3 · outbound
This paper cites Llava-next: Tackling multi-image, video, and 3d in large multimodal models, June 2024.
Temporal Preference Optimization for Long-Form Video Understanding Llava-next: Tackling multi-image, video, and 3d in large multimodal models, June 2024
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.968842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a4755349-b04c-4fda-8bd6-7c526c9e1545 · outbound
This paper cites VideoChat: Chat-Centric Video Understanding.
Temporal Preference Optimization for Long-Form Video Understanding VideoChat: Chat-Centric Video Understanding
Reference 29
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e534273-46d3-4802-b811-757a84634a33 · outbound
This paper cites Silkie: Preference Distillation for Large Visual Language Models.
Temporal Preference Optimization for Long-Form Video Understanding Silkie: Preference Distillation for Large Visual Language Models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.176415Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43647c39-46b5-4224-9489-403e3bbd2b17 · outbound
This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.
Temporal Preference Optimization for Long-Form Video Understanding Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
Reference 31
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75b6d04b-cfdc-41b8-bc66-749917494c59 · outbound
This paper cites Vila: On pre-training for visual language models.
Temporal Preference Optimization for Long-Form Video Understanding Vila: On pre-training for visual language models
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.184563Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fa9da1c-f4f2-4c5b-aa50-9e24f619ce23 · outbound
This paper cites Visual instruction tuning.
Temporal Preference Optimization for Long-Form Video Understanding Visual instruction tuning
Reference 33
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1414b7e-854b-45fe-b45c-5f502fa584fb · outbound
This paper cites Visual instruction tuning.Advances in neural information processing systems, 36, 2024.
Temporal Preference Optimization for Long-Form Video Understanding Visual instruction tuning.Advances in neural information processing systems, 36, 2024
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.944875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c71c0487-de8e-48a9-ac5f-a66dde5d4b27 · outbound
This paper cites Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input.
Temporal Preference Optimization for Long-Form Video Understanding Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input
Reference 35
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d33a54a7-9b41-4224-8a20-4010fe75f9eb · outbound
This paper cites NVILA: Efficient Frontier Visual Language Models.
Temporal Preference Optimization for Long-Form Video Understanding NVILA: Efficient Frontier Visual Language Models
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.199392Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83e485c8-b2cd-4efe-bf0c-123b9c521a66 · outbound
This paper cites Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution.
Temporal Preference Optimization for Long-Form Video Understanding Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.203011Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f5b5fd2-90fd-42e7-88d8-8f0f30c49746 · outbound
This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.
Temporal Preference Optimization for Long-Form Video Understanding SGDR: Stochastic Gradient Descent with Warm Restarts
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.207074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4def448-4799-4251-9c34-6e43bffc9157 · outbound
This paper cites Deepseek-vl: Towards real-world vision-language understanding, 2024.
Temporal Preference Optimization for Long-Form Video Understanding Deepseek-vl: Towards real-world vision-language understanding, 2024
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.210839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e65e415-d391-4ba6-8474-01141e1bd17b · outbound
This paper cites Query-dependent video representation for moment retrieval and highlight detection.
Temporal Preference Optimization for Long-Form Video Understanding Query-dependent video representation for moment retrieval and highlight detection
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.927008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7150d3db-2156-4f82-b1c1-53c00ae1c930 · outbound
This paper cites Training language models to follow instructions with human feedback.
Temporal Preference Optimization for Long-Form Video Understanding Training language models to follow instructions with human feedback
Reference 41
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 608135bd-2053-4086-82d0-8c3c25d82d2f · outbound
This paper cites Generative agents: Interactive simulacra of human behavior.
Temporal Preference Optimization for Long-Form Video Understanding Generative agents: Interactive simulacra of human behavior
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.221878Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bff6494-6963-4327-9d17-c0c336f63cc3 · outbound
This paper cites Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization.
Temporal Preference Optimization for Long-Form Video Understanding Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.225400Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2dc9ba7-19b0-4187-92a4-e105f8c5bc76 · outbound
This paper cites Direct preference optimization: Your language model is secretly a reward model.Advances in Neural Information Processing Systems, 36, 2024.
Temporal Preference Optimization for Long-Form Video Understanding Direct preference optimization: Your language model is secretly a reward model.Advances in Neural Information Processing Systems, 36, 2024
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.229228Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d43587ee-2bb1-4c20-80ae-0a42361f05f9 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
Temporal Preference Optimization for Long-Form Video Understanding Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.232886Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 252355a5-fb54-4144-841f-c37f1284835a · outbound
This paper cites Timechat: A time-sensitive multimodal large language model for long video understanding.
Temporal Preference Optimization for Long-Form Video Understanding Timechat: A time-sensitive multimodal large language model for long video understanding
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.236757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e670a45-50be-4d6a-beb9-9f45701052e8 · outbound
This paper cites LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding.
Temporal Preference Optimization for Long-Form Video Understanding LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.240530Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b71ba94-2146-45e8-8a0f-07d06ad2a63e · outbound
This paper cites Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding.
Temporal Preference Optimization for Long-Form Video Understanding Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.244486Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6fc0a06-e86d-44eb-a151-a975c8419f00 · outbound
This paper cites Learning to summarize with human feedback.Advances in Neural Information Processing Systems, 33:3008–3021, 2020.
Temporal Preference Optimization for Long-Form Video Understanding Learning to summarize with human feedback.Advances in Neural Information Processing Systems, 33:3008–3021, 2020
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.250453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bca69db-3c72-4332-a9d5-349878114619 · outbound
This paper cites Aligning Large Multimodal Models with Factually Augmented RLHF.
Temporal Preference Optimization for Long-Form Video Understanding Aligning Large Multimodal Models with Factually Augmented RLHF
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.254242Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce014ffa-038b-4798-a758-e213929b9342 · outbound
This paper cites Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models.
Temporal Preference Optimization for Long-Form Video Understanding Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.257411Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c611c7e-9fc9-4b3a-b831-d5b91c8a66be · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
Temporal Preference Optimization for Long-Form Video Understanding Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.261192Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e66732ff-36fd-445a-95a2-600bd9949f16 · outbound
This paper cites End-to-end dense video captioning with parallel decoding.
Temporal Preference Optimization for Long-Form Video Understanding End-to-end dense video captioning with parallel decoding
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.884727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 40077cef-3a59-4d9b-94d4-828df56a57a2 · outbound
This paper cites Videoagent: Long-form video understanding with large language model as agent.
Temporal Preference Optimization for Long-Form Video Understanding Videoagent: Long-form video understanding with large language model as agent
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.873713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 41e79b09-b4b4-4c5d-a509-1a2bda6a9979 · outbound
This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.
Temporal Preference Optimization for Long-Form Video Understanding LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.270844Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78e2b051-dc7c-4cb7-8613-23b21e81a885 · outbound
This paper cites Can i trust your answer? visually grounded video question answering.
Temporal Preference Optimization for Long-Form Video Understanding Can i trust your answer? visually grounded video question answering
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.274095Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71444874-7339-4630-913f-031016faf40a · outbound
This paper cites Pllava : Parameter-free llava extension from images to videos for video dense captioning, 2024.
Temporal Preference Optimization for Long-Form Video Understanding Pllava : Parameter-free llava extension from images to videos for video dense captioning, 2024
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.277584Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec269b35-c878-4a5c-ac71-0163e9a852a7 · outbound
This paper cites Vid2seq: Large-scale pretraining of a visual language model for dense video captioning.
Temporal Preference Optimization for Long-Form Video Understanding Vid2seq: Large-scale pretraining of a visual language model for dense video captioning
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.281216Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f1bde46-37a7-46b4-92ce-81e5ab375542 · outbound
This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.
Temporal Preference Optimization for Long-Form Video Understanding MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.284542Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac5b31d3-66bf-4961-9f14-d033c55cc6dd · outbound
This paper cites Every moment counts: Dense detailed labeling of actions in complex videos.International Journal of Computer Vision, 126: 375–389, 2018.
Temporal Preference Optimization for Long-Form Video Understanding Every moment counts: Dense detailed labeling of actions in complex videos.International Journal of Computer Vision, 126: 375–389, 2018
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.843308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1f5289d5-c8d3-493b-813a-3d85fde8b2fe · outbound
This paper cites aws-prototyping/long-llava-qwen2-7b, 2024.
Temporal Preference Optimization for Long-Form Video Understanding aws-prototyping/long-llava-qwen2-7b, 2024
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.833065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8bfbdaa9-e89c-44bf-ba55-5dd07e84a98f · outbound
This paper cites Semantic conditioned dynamic modulation for temporal sentence grounding in videos.Advances in Neural Information Processing Systems, 32, 2019.
Temporal Preference Optimization for Long-Form Video Understanding Semantic conditioned dynamic modulation for temporal sentence grounding in videos.Advances in Neural Information Processing Systems, 32, 2019
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.295157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c296809-5d39-478b-a984-d512c1931a7b · outbound
This paper cites Star: Bootstrapping reasoning with reasoning.
Temporal Preference Optimization for Long-Form Video Understanding Star: Bootstrapping reasoning with reasoning
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.298352Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b9854d1-d8a6-4e5e-b9a3-3af0b15ddcbb · outbound
This paper cites LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models.
Temporal Preference Optimization for Long-Form Video Understanding LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.301738Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfb261d3-c08a-4034-8835-35aad62cee14 · outbound
This paper cites Long Context Transfer from Language to Vision.
Temporal Preference Optimization for Long-Form Video Understanding Long Context Transfer from Language to Vision
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.305277Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 908c1f38-1639-40e4-aa1a-2ecadfba7fd6 · outbound
This paper cites Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward.
Temporal Preference Optimization for Long-Form Video Understanding Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.309108Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efe6e47c-5173-4d10-9d5c-a440411f6d01 · outbound
This paper cites Llava-next: A strong zero-shot video understanding model, April 2024.
Temporal Preference Optimization for Long-Form Video Understanding Llava-next: A strong zero-shot video understanding model, April 2024
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:35:30.807930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 10ba334a-bb4c-4f00-b439-b1f38cf09b18 · outbound
This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.
Temporal Preference Optimization for Long-Form Video Understanding LLaVA-Video: Video Instruction Tuning With Synthetic Data
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.317413Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fb06a6a-0640-451b-9394-8c264991c1fd · outbound
This paper cites Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization.
Temporal Preference Optimization for Long-Form Video Understanding Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.320936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3218d2ec-b6a7-41f5-9998-e47532f8c3ff · outbound
This paper cites MLVU: Benchmarking Multi-task Long Video Understanding.
Temporal Preference Optimization for Long-Form Video Understanding MLVU: Benchmarking Multi-task Long Video Understanding
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.324482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b26ef39-f39e-4129-bef5-86dbb0056aa0 · outbound
This paper cites Aligning Modalities in Vision Large Language Models via Preference Fine-tuning.
Temporal Preference Optimization for Long-Form Video Understanding Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.328632Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c659258e-d00f-41d3-8a28-946ddb101ae7 · outbound
This paper cites Fine-Tuning Language Models from Human Preferences.
Temporal Preference Optimization for Long-Form Video Understanding Fine-Tuning Language Models from Human Preferences
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.332097Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbd74da5-b010-4ae6-9fc1-70794fdbb2eb · outbound
This paper cites Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision.
Temporal Preference Optimization for Long-Form Video Understanding Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.335661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bae030c5-b38e-4907-8317-21555e5d6524 · outbound
This paper cites Apollo: An Exploration of Video Understanding in Large Multimodal Models.
Temporal Preference Optimization for Long-Form Video Understanding Apollo: An Exploration of Video Understanding in Large Multimodal Models
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:35:30.340013Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 07820ea5-d273-419d-b0f9-1712d3f3882c · inbound
Unified Reward Model for Multimodal Understanding and Generation cites this paper.
Unified Reward Model for Multimodal Understanding and Generation Temporal Preference Optimization for Long-Form Video Understanding
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T00:44:30.698805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 94a971de-4074-476a-9cf7-63b5e04448ba · inbound
LeanPO: Lean Preference Optimization for Likelihood Alignment in Video-LLMs cites this paper.
LeanPO: Lean Preference Optimization for Likelihood Alignment in Video-LLMs Temporal Preference Optimization for Long-Form Video Understanding
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:28:46.708160Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad71e2fe-5895-4c17-814c-8f8992cfa555 · inbound
How Important are Videos for Training Video LLMs? cites this paper.
How Important are Videos for Training Video LLMs? Temporal Preference Optimization for Long-Form Video Understanding
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:51:07.841588Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4e058ca-8cf5-4bea-9fd7-7106af43756d · inbound
Towards Temporal Compositional Reasoning in Long-Form Sports Videos cites this paper.
Towards Temporal Compositional Reasoning in Long-Form Sports Videos Temporal Preference Optimization for Long-Form Video Understanding
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T19:27:29.843866Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae89cc00-7ed8-4799-a24e-f763409a485b · inbound
CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding cites this paper.
CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding Temporal Preference Optimization for Long-Form Video Understanding
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T13:45:46.080486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ea400a07-fc86-4d12-83fd-776d02899ee7 · inbound
CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding cites this paper.
CREST: Curvature-Regulated Event-Centric Sampling for Efficient Long-Video Understanding Temporal Preference Optimization for Long-Form Video Understanding
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T00:18:46.708657Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80fa6c11-be87-49d7-ac79-ab920f783b35 · inbound
Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction cites this paper.
Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction Temporal Preference Optimization for Long-Form Video Understanding
Reference 27
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T07:54:22.386718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fa3d5b0d-9bba-4c10-99f3-c8a6c601656f · inbound
VADER: Adaptive Debiasing for Hallucination Mitigation in Video Large Language Models cites this paper.
VADER: Adaptive Debiasing for Hallucination Mitigation in Video Large Language Models Temporal Preference Optimization for Long-Form Video Understanding
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:35:47.754884Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.