[CVPR2025] BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding
☆57Feb 5, 2026Updated 8 months ago
Alternatives and similar repositories for BOLT
Users that are interested in BOLT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2026] Divide, then Ground: Adapting Frame Selection to Query Types for Long-Form Video Understanding☆23Feb 21, 2026Updated 7 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆238Dec 19, 2025Updated 9 months ago
- [CVPR 2026] Wavelet-based Frame Selection by Detecting Semantic Boundary for Long Video Understanding☆34Apr 12, 2026Updated 6 months ago
- ☆15Apr 25, 2025Updated last year
- [ICCV 2025] Implementation of the paper "Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs"☆84Oct 25, 2025Updated 11 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [CVPR 2026] Accelerating Streaming Video Large Language Models via Hierarchical Token Compression☆78Jun 8, 2026Updated 4 months ago
- [NeurIPS 2025] HoliTom: Holistic Token Merging for Fast Video Large Language Models☆86Oct 10, 2025Updated last year
- [CVPR 2026] FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding☆81Mar 16, 2026Updated 6 months ago
- [ICCV 2025] Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs☆62Feb 2, 2026Updated 8 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆118Nov 22, 2025Updated 10 months ago
- [EMNLP 2025 Main] Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆133Oct 5, 2026Updated last week
- [ECCV 2026🔥] This is the official implementation of our paper "SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception…☆68Apr 2, 2026Updated 6 months ago
- A Massive Multi-Discipline Lecture Understanding Benchmark☆33Apr 20, 2026Updated 5 months ago
- [CVPR 2025] OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?☆166Jul 24, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🧠 VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning (ICLR 2026)☆361Feb 8, 2026Updated 8 months ago
- ☆41Sep 9, 2025Updated last year
- T* keyframe search for long-form video understanding (CVPR 2025) + LV-Haystack temporal search benchmark code☆98Aug 23, 2026Updated last month
- [AAAI 2025] Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos☆40May 27, 2025Updated last year
- A benchmark that focuses on the sampling dilemma in long-video tasks. Through well-designed tasks, it evaluates the sampling efficiency o…☆29Aug 7, 2025Updated last year
- Use 2 lines to empower absolute time awareness for Qwen2.5VL's MRoPE☆29Sep 20, 2025Updated last year
- [ICLR 2025] This repo is the official implementation of our paper "Learning Fine-Grained Representations through Textual Token Disentangl…☆23Jul 28, 2025Updated last year
- [NeurIPS 2025 Spotlight] StreamForest: Efficient Online Video Understanding with Persistent Event Memory☆132Nov 4, 2025Updated 11 months ago
- ☆23Jan 26, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- LinVT: Empower Your Image-level Large Language Model to Understand Videos☆84Dec 30, 2024Updated last year
- Code for "Linear Mechanisms for Spatiotemporal Reasoning in Vision Language Models"☆23Feb 16, 2026Updated 7 months ago
- [TMLR 2026] Survey: https://arxiv.org/pdf/2507.20198☆400Jul 27, 2026Updated 2 months ago
- [ECCV 2024 Oral] Official implementation of the paper "DEVIAS: Learning Disentangled Video Representations of Action and Scene"☆30Nov 15, 2025Updated 10 months ago
- Question-Aware Gaussian Experts for Audio-Visual Question Answering -- Official Pytorch Implementation (CVPR'25, Highlight)☆31Jun 6, 2025Updated last year
- ☆30Jul 25, 2025Updated last year
- [CVPR'25] 🌟🌟 EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering☆53Jun 19, 2025Updated last year
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆132Jun 29, 2026Updated 3 months ago
- [NeurIPS'24 spotlight] MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning. [TPAMI'25] MECD+☆50Feb 11, 2026Updated 8 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [TPAMI 2026] Ego-R1: Agentic Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning☆169Jun 10, 2026Updated 4 months ago
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆79Jan 13, 2026Updated 9 months ago
- [ACL-26 (main)] From Verbatim to Gist Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video A…☆44Apr 19, 2026Updated 5 months ago
- The source code for "LaSe-E2V: Towards Language-guided Semantic-Aware Event-to-Video Reconstruction"☆10Jul 5, 2024Updated 2 years ago
- NeurIPS 2026: Official implementation of “VISD: Enhancing Video Reasoning via Structured Self-Distillation”.☆26Oct 1, 2026Updated last week
- Event-based Blurry Frame Interpolation under Blind Exposure, CVPR2023☆14Jun 21, 2023Updated 3 years ago
- [NeurIPS 2025] Deep Memory Backtracking for Long Video Understanding☆69Feb 10, 2026Updated 8 months ago