FOLIO: Focused Semantic Memory for Streaming Video Understanding | Paper Citation Record

Observation 92ac4837-9832-4e68-8262-dc1d69fa209a · outbound

This paper cites Goldfish: Vision- language understanding of arbitrarily long videos.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Goldfish: Vision- language understanding of arbitrarily long videos

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Observation 3a81e2e3-cfc2-4724-b6ac-39f05d2b2cdf · outbound

This paper cites Qwen3-VL Technical Report.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Qwen3-VL Technical Report

Reference 2

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Observation 7f6ed852-7b0d-4ada-b19c-0b13bb8d8368 · outbound

This paper cites Qwen2.5- vl technical report, 2025.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Qwen2.5- vl technical report, 2025

Reference 3

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Observation 0479cafa-2f25-455b-a4d4-146c4e4fde04 · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

FOLIO: Focused Semantic Memory for Streaming Video Understanding RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

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Observation a688e2c5-3b35-408b-8bab-6b496859cd50 · outbound

This paper cites Videollm-online: Online video large language model for streaming video.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Videollm-online: Online video large language model for streaming video

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Observation 0ee16819-6ab5-44a0-8fa5-e1be06dc8d3c · outbound

This paper cites Livecc: Learning video llm with streaming speech transcription at scale.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Livecc: Learning video llm with streaming speech transcription at scale

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Observation 7a6aa7dc-0924-4bf6-b239-bfd95bb94cfe · outbound

This paper cites Stream- ingtom: Streaming token compression for efficient video understanding.arXiv preprint arXiv:2510.18269, 2025.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Stream- ingtom: Streaming token compression for efficient video understanding.arXiv preprint arXiv:2510.18269, 2025

Reference 7

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Observation 14909bf9-4e6a-49e3-9ca5-d4b22df09623 · outbound

This paper cites Streamkv: Streaming video question- answering with segment-based kv cache retrieval and com- pression.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Streamkv: Streaming video question- answering with segment-based kv cache retrieval and com- pression

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T05:40:41.155797Z

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Observation fb5ef3fe-aa98-483e-86ac-88d8538a82bf · outbound

This paper cites Streaming video question-answering with in-context video kv-cache retrieval.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Streaming video question-answering with in-context video kv-cache retrieval

Reference 9

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Observation 69f81289-f454-42ed-8285-5442a4917223 · outbound

This paper cites Streammind: Un- locking full frame rate streaming video dialogue through event-gated cognition.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Streammind: Un- locking full frame rate streaming video dialogue through event-gated cognition

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Observation aaa87bcc-a4da-4f84-97cf-5f91d7c1f9f1 · outbound

This paper cites Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis

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Resolution: unresolved; no resolver link, observed 2026-08-02T05:40:41.698700Z

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Observation ed48361d-44d9-4e21-8907-c207c71036bc · outbound

This paper cites Vispeak: Visual instruction feedback in streaming videos.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Vispeak: Visual instruction feedback in streaming videos

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Observation a501a3c6-1b7d-4d94-b769-85ad619547f7 · outbound

This paper cites an unresolved cited work.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Observation 107746f8-e14a-43c1-b43d-b04548dc1879 · outbound

This paper cites Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously

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Observation 5bb57e00-b804-443d-8a37-9a2b7988ad93 · outbound

This paper cites Event-vstream: Event-driven real- time understanding for long video streams.arXiv preprint arXiv:2601.15655, 2026.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Event-vstream: Event-driven real- time understanding for long video streams.arXiv preprint arXiv:2601.15655, 2026

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Observation e490df33-f717-4c95-8f2b-3edb8a2da2b3 · outbound

This paper cites Wat: Online video understanding needs watching before thinking.arXiv preprint arXiv:2603.13412, 2026.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Wat: Online video understanding needs watching before thinking.arXiv preprint arXiv:2603.13412, 2026

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Observation 77f905a5-107d-437d-903d-fb63d30b704b · outbound

This paper cites Ma-lmm: Memory-augmented large multimodal model for long-term video understanding.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Ma-lmm: Memory-augmented large multimodal model for long-term video understanding

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Observation 081bdcdd-a42e-4188-85be-6fdbbb6f31ee · outbound

This paper cites Online video understanding: Ovbench and videochat- online.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Online video understanding: Ovbench and videochat- online

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Observation 2df3c5ee-00cc-496d-94d1-c08c20afd595 · outbound

This paper cites Online video understanding: Ovbench and videochat- online.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Online video understanding: Ovbench and videochat- online

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Observation 5807cf8c-7260-4925-a833-afc4b526ae5a · outbound

This paper cites Egospeak: learning when to speak for egocentric conver- sational agents in the wild.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Egospeak: learning when to speak for egocentric conver- sational agents in the wild

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Observation b850061b-9fc1-4dc8-b962-d4d8ab59c382 · outbound

This paper cites Infinipot-v: Memory-constrained kv cache compres- sion for streaming video understanding.Advances in Neural Information Processing Systems, 38:138983–139013, 2026.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Infinipot-v: Memory-constrained kv cache compres- sion for streaming video understanding.Advances in Neural Information Processing Systems, 38:138983–139013, 2026

Reference 21

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Observation 7d5c096b-6768-48af-949b-2462e88db09e · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Efficient Memory Management for Large Language Model Serving with PagedAttention

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Observation 1e6a4946-ae7c-4d80-afb7-c196369fcdbc · outbound

This paper cites Mvbench: A comprehensive multi-modal video understand- ing benchmark.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Mvbench: A comprehensive multi-modal video understand- ing benchmark

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Observation bda3111c-9c49-4876-9324-1a8fb354f293 · outbound

This paper cites Videochat: Chat-centric video understanding.Science China Information Sciences, 68(10):200102, 2025.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Videochat: Chat-centric video understanding.Science China Information Sciences, 68(10):200102, 2025

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Observation 1ab66b5b-be95-41e6-903f-5da02a10e35a · outbound

This paper cites Freshmem: Brain-inspired frequency-space hybrid memory for streaming video understanding.arXiv preprint arXiv:2602.01683, 2026.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Freshmem: Brain-inspired frequency-space hybrid memory for streaming video understanding.arXiv preprint arXiv:2602.01683, 2026

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Observation 3d96b5dd-5104-4155-85cc-0630da8851e7 · outbound

This paper cites Lion-fs: Fast & slow video-language thinker as online video assistant.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Lion-fs: Fast & slow video-language thinker as online video assistant

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Observation 8f77d249-e872-4ec2-bda3-c531a1e69f58 · outbound

This paper cites Llama-vid: An im- age is worth 2 tokens in large language models.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Llama-vid: An im- age is worth 2 tokens in large language models

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Observation 17f89242-abae-4e70-a51f-d88a8812ddd7 · outbound

This paper cites From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents.

FOLIO: Focused Semantic Memory for Streaming Video Understanding From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents

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Observation 1091435e-598c-427f-a6a2-4e5c27be402c · outbound

This paper cites OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning.

FOLIO: Focused Semantic Memory for Streaming Video Understanding OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning

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Observation 92f3fb23-0d68-4153-92d6-f3aa4d9fee15 · outbound

This paper cites Video-llava: Learning united visual represen- tation by alignment before projection.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Video-llava: Learning united visual represen- tation by alignment before projection

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Observation 8587f1db-61ae-400d-bbb2-8a1b62ff0a7f · outbound

This paper cites Streamingbench: Assessing the gap for mllms to achieve streaming video understanding.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Streamingbench: Assessing the gap for mllms to achieve streaming video understanding

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Observation f2642ebb-3cd7-411a-8d0b-35309ccac26f · outbound

This paper cites Speak while watch- ing: Unleashing true real-time video understanding capabil- ity of multimodal large language models.arXiv preprint arXiv:2601.06843, 2026.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Speak while watch- ing: Unleashing true real-time video understanding capabil- ity of multimodal large language models.arXiv preprint arXiv:2601.06843, 2026

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Observation ad9e9908-1673-475f-8184-7fe191510732 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding StreamChat: Chatting with Streaming Video

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This paper cites Thinking in streaming video.arXiv preprint arXiv:2603.12938, 2026.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Thinking in streaming video.arXiv preprint arXiv:2603.12938, 2026

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Observation 78f33efa-3b2b-40ba-8415-07c4ba057f3d · outbound

This paper cites Vista: Scene-aware optimization for streaming video question answering under post-hoc queries.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Vista: Scene-aware optimization for streaming video question answering under post-hoc queries

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Observation 3a9ff75c-1b94-48bd-9934-4e3c38157c8c · outbound

This paper cites AURA: Always-On Understanding and Real-Time Assistance via Video Streams.

FOLIO: Focused Semantic Memory for Streaming Video Understanding AURA: Always-On Understanding and Real-Time Assistance via Video Streams

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Video-rag: Visually-aligned retrieval-augmented long video comprehension.Advances in Neural Information Processing Systems, 38:168008–168033, 2026

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Observation 05e9de73-c8f6-44e3-8062-9647d20c60fc · outbound

This paper cites Egoschema: A diagnostic benchmark for very long- form video language understanding.Advances in Neural Information Processing Systems, 36:46212–46244, 2023.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Egoschema: A diagnostic benchmark for very long- form video language understanding.Advances in Neural Information Processing Systems, 36:46212–46244, 2023

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Observation f15bfcc4-c98f-42c7-9fd9-66f8cdccd5e3 · outbound

This paper cites LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval.

FOLIO: Focused Semantic Memory for Streaming Video Understanding LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Ovo-bench: How far is your video-llms from real-world online video understanding? InProceedings of the Computer Vision and Pattern Recognition Conference, pages 18902–18913, 2025

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Observation 9a9088c7-d080-427d-a439-abbca51f0799 · outbound

This paper cites Streaming long video un- derstanding with large language models.Advances in Neural Information Processing Systems, 37:119336–119360, 2024.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Streaming long video un- derstanding with large language models.Advances in Neural Information Processing Systems, 37:119336–119360, 2024

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Observation 605428c9-ced5-4e26-b65c-746de9d130bc · outbound

This paper cites Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification

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Observation 650776ae-51d1-4984-b7b1-88e9454365e2 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding

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Observation bc26dce3-1ee7-4bcf-98aa-63514a5f5157 · outbound

This paper cites A simple baseline for streaming video understanding.arXiv preprint arXiv:2604.02317, 2026.

FOLIO: Focused Semantic Memory for Streaming Video Understanding A simple baseline for streaming video understanding.arXiv preprint arXiv:2604.02317, 2026

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Observation fc3ebf61-ac61-4d73-8c64-b465e1d70c48 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Video- xl: Extra-long vision language model for hour-scale video understanding

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FOLIO: Focused Semantic Memory for Streaming Video Understanding DriveLM: Driving with Graph Visual Question Answering

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Observation 48beaaa8-0c4d-4a49-b98d-0f16b4059af5 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Moviechat: From dense token to sparse memory for long video understanding

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Curvestream: Boosting streaming video understanding in mllms via curvature-aware hierarchical visual memory management.arXiv preprint arXiv:2603.19571, 2026

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Observation bd93c51b-bb06-4b14-b2db-d279c7a12004 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Streambridge: Turning your offline video large language model into a proactive streaming assistant.Advances in Neural Information Processing Systems, 38:132332–132359,

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Think while watching: Online streaming segment-level memory for multi-turn video rea- soning in multimodal large language models.arXiv preprint arXiv:2603.11896, 2026

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Observation e33e8f60-d39f-4d70-9a51-95a1f489eb80 · outbound

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

FOLIO: Focused Semantic Memory for Streaming Video Understanding Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

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Observation cb7b1314-5322-4540-b46f-d7430e60f5f1 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Lvbench: An extreme long video understanding benchmark

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Observation c97a63f8-117c-4ce7-bed3-8418963d3b18 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Videoagent: Long-form video understanding with large language model as agent

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Observation d76a5321-1bb3-4b94-89cf-5c1bab3eba79 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Internvideo2: Scaling foundation models for mul- timodal video understanding

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Observation ef2e1078-8004-42e4-be1d-af9ad1cf3ece · outbound

This paper cites Vide- ollm knows when to speak: Enhancing time-sensitive video comprehension with video-text duet interaction format.arXiv preprint arXiv:2411.17991, 1(3):5, 2024.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Vide- ollm knows when to speak: Enhancing time-sensitive video comprehension with video-text duet interaction format.arXiv preprint arXiv:2411.17991, 1(3):5, 2024

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Observation 67807932-6bcb-4079-bc9e-51b5674d8a18 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Acceler- ating streaming video large language models via hierarchical token compression.arXiv preprint arXiv:2512.00891, 2025

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Observation 7e988e12-3a32-4484-bcf9-1a4d670c3047 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Omnimmi: A comprehensive multi- modal interaction benchmark in streaming video contexts

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Observation a27e5a17-8fd0-48d6-936b-6cb4d038a4e0 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Episodic memory representation for long- form video understanding.arXiv preprint arXiv:2508.09486,

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Observation 19830a06-27c4-4b28-8a0d-bded57fd4607 · outbound

This paper cites 11 Videotree: Adaptive tree-based video representation for llm reasoning on long videos.

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Observation 94b2a429-ce9e-4a0a-830f-b1825ec08421 · outbound

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Observation 191388df-15e1-42c8-8b09-b91be30caf2b · outbound

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Observation cfcffe0f-ea85-4ff8-8acc-0b9172dc8fde · outbound

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Observation 7102de25-5625-4e77-920e-5c55ba83be56 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Fluxmem: Adaptive hierarchical memory for streaming video understanding.arXiv preprint arXiv:2603.02096, 2026

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Observation a35e0a5b-0773-466f-8269-8709cf983134 · outbound

This paper cites Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge

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Observation 4aab3a6e-dce1-4db3-8ea6-e720f36e02c0 · outbound

This paper cites StreamingVLM: Real-Time Understanding for Infinite Video Streams.

FOLIO: Focused Semantic Memory for Streaming Video Understanding StreamingVLM: Real-Time Understanding for Infinite Video Streams

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Observation 293e3802-b4f6-43b3-9d0b-d01a1a99fbb7 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding RTV-bench: Benchmarking MLLM continuous per- ception, understanding and reasoning through real-time video

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Observation 1ab9f8a5-2f51-45b5-8f2b-c11138fe01ea · outbound

This paper cites StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding.

FOLIO: Focused Semantic Memory for Streaming Video Understanding StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding

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Observation ded4972f-d0b4-4d9b-8a7c-c283fb20302c · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Svbench: A benchmark with temporal multi-turn dialogues for streaming video understanding.arXiv preprint arXiv:2502.10810, 2025

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Observation 4b67abcb-9da9-4f3d-81ec-97d6128fec3a · outbound

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Observation f9e01330-bf06-451e-8948-e2acc84923db · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Timechat-online: 80% visual tokens are naturally redundant in streaming videos

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Observation fdd4536e-f4ed-4293-a0a7-b36f408ff6a1 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Worldmm: Dynamic multimodal memory agent for long video reasoning.arXiv preprint arXiv:2512.02425, 2025

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Observation 7256dec1-32ac-4ed5-8a1f-c63ce8f90d1d · outbound

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Observation b4f971bb-7ccf-40b8-bb42-e8117f951dc3 · outbound

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Observation 06b4bf85-672f-409a-b567-6da81f991a74 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Video-llama: An instruction-tuned audio-visual language model for video un- derstanding

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Observation 1fab58bf-3224-4412-add9-4d877e13272f · outbound

This paper cites HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding.

FOLIO: Focused Semantic Memory for Streaming Video Understanding HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding

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Observation 7114c5bc-4360-46a7-96e5-bb83427ff5ce · outbound

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Observation c18d68e3-480d-42f8-9acd-72c48b903cfc · outbound

This paper cites Querystream: Advancing streaming video understanding with query-aware pruning and proactive response.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Querystream: Advancing streaming video understanding with query-aware pruning and proactive response

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Observation c7153a65-386a-4160-b939-63be0ae1703d · outbound

This paper cites InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions.

FOLIO: Focused Semantic Memory for Streaming Video Understanding InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

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Observation a27eb059-6f72-4afd-b2c5-a86da28f5db7 · outbound

This paper cites Long Context Transfer from Language to Vision.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Long Context Transfer from Language to Vision

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Source-reported events for the cited work

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Observation 809e9789-b714-4898-b197-2cda009b0a61 · outbound

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

FOLIO: Focused Semantic Memory for Streaming Video Understanding LLaVA-Video: Video Instruction Tuning With Synthetic Data

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Source-reported events for the cited work

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Observation 95031e18-2fc1-4cc8-a19d-4d6ae93e4486 · outbound

This paper cites Proactive assistant dialogue generation from streaming egocentric videos.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Proactive assistant dialogue generation from streaming egocentric videos

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Observation 13383cae-d94a-463d-8591-6ad804ea5321 · outbound

This paper cites Proactive assistant dialogue generation from streaming egocentric videos.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Proactive assistant dialogue generation from streaming egocentric videos

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Observation d8576c91-72a3-41fb-8150-9c972abf6679 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Hierarchical event memory for accurate and low- latency online video temporal grounding

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Observation 48330fd9-008b-4fe8-ae01-535a18d86353 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding MLVU: Benchmarking Multi-task Long Video Understanding

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Observation 82d93ecf-9e6c-4778-af21-84326ec4c09f · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Observation 4069fdae-cf75-47e0-89c2-97ceb6a820c1 · outbound

This paper cites an unresolved cited work.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Observation c98fb03d-546b-45e7-9516-0b445e7f34e9 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Put them in compact_objects unless they are central to the action, then put them in detailed_objects

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Observation f2dec515-99bd-4cc7-ad51-458e468fc612 · outbound

This paper cites an unresolved cited work.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Observation 83608dcd-6269-4091-b55d-78d8a32d3788 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding time": "{start_time:.1f}-{end_time:.1f}s

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Observation ffc1c6af-df20-4005-8c35-0f72d37fcb68 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Observation bc10390b-e87e-4a0c-ad50-e20eb6c7c966 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Observation 6464a1bf-3f1c-43af-aab1-153e931dcfdb · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Observation 79f02603-b715-4002-a1b3-f34bbcd06826 · outbound

This paper cites an unresolved cited work.

FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Observation 5435aa13-3c92-440d-a7ea-4a109c422fc1 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding avid reader

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Source-reported events for the cited work

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Observation 485f210d-02cb-4933-bf51-c5e92d47abe8 · outbound

This paper cites avid reader.

FOLIO: Focused Semantic Memory for Streaming Video Understanding avid reader

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Observation f802922a-0e17-406d-8103-77b0793b7d95 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Source-reported events for the cited work

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Observation 8f667726-c5b7-4891-9258-58b38841f508 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding relevant_object_ids

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Source-reported events for the cited work

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Observation 4e65542d-9431-493c-9ca0-ed74aeebb15d · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Unresolved cited work

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Observation b3009591-3b80-42e2-b8a2-0e75e1f18968 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding ## (!) CONCEPT QUESTION -- SPECIAL HANDLING REQUIRED

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Resolution: unresolved; no resolver link, observed 2026-08-02T05:40:51.790099Z

Source-reported events for the cited work

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Observation 2328a109-6093-4c42-81ac-12da28d09b51 · outbound

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FOLIO: Focused Semantic Memory for Streaming Video Understanding Recent frames inform CURRENT state only

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