[ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models
☆69May 15, 2025Updated 10 months ago
Alternatives and similar repositories for PruneVid
Users that are interested in PruneVid are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆103Nov 22, 2025Updated 4 months ago
- [IJCV 2024] Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks☆15Aug 30, 2024Updated last year
- [ECCV2024] PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery☆30Apr 3, 2025Updated 11 months ago
- [AAAI 2026] Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆39Jan 27, 2026Updated last month
- [ICLR2025] HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts☆21Aug 1, 2025Updated 7 months ago
- [NeurIPS 2025] HoliTom: Holistic Token Merging for Fast Video Large Language Models☆73Oct 10, 2025Updated 5 months ago
- [ECCV2024] RegionDrag: Fast Region-Based Image Editing with Diffusion Models☆65Oct 9, 2024Updated last year
- ☆35Jun 3, 2025Updated 9 months ago
- [ICCV 2025] Official implementation of "What Makes for Text to 360-degree Panorama Generation with Stable Diffusion?"☆19Aug 7, 2025Updated 7 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "Sp…☆249Dec 22, 2025Updated 3 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆142Mar 6, 2025Updated last year
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆562Jan 4, 2025Updated last year
- Official implementation of CVPR 2024 paper "vid-TLDR: Training Free Token merging for Light-weight Video Transformer".☆55Oct 21, 2025Updated 5 months ago
- [NeurIPS 2025] 3DRS: MLLMs Need 3D-Aware Representation Supervision for Scene Understanding☆153Dec 9, 2025Updated 3 months ago
- [ICLR 2024] FROSTER: Frozen CLIP is a Strong Teacher for Open-Vocabulary Action Recognition☆97Jan 14, 2025Updated last year
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆40Mar 16, 2025Updated last year
- VidKV: Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models☆26Mar 26, 2025Updated 11 months ago
- [EMNLP 2025 Main] SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning☆34Jan 11, 2026Updated 2 months ago
- A paper list of some recent works about Token Compress for Vit and VLM☆857Updated this week
- [ICCV'25] The official code of paper "Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models"☆71Jan 13, 2026Updated 2 months ago
- [NAACL 2025🔥] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference☆18Jun 19, 2025Updated 9 months ago
- Fast, memory-efficient attention column reduction (e.g., sum, mean, max)☆42Feb 10, 2026Updated last month
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆37Jan 8, 2025Updated last year
- ☆13May 15, 2025Updated 10 months ago
- SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models☆290Sep 16, 2024Updated last year
- ☆107Jul 30, 2024Updated last year
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆55Oct 9, 2025Updated 5 months ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆278May 26, 2025Updated 9 months ago
- OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models☆64Feb 1, 2026Updated last month
- [ICLR 2026] Official repo for "FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting"☆41Oct 9, 2025Updated 5 months ago
- Official code for DAM: Dynamic Adapter Merging for Continual Video QA Learning☆14Apr 25, 2024Updated last year
- TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models☆19Jan 2, 2025Updated last year
- ☆13Jan 21, 2025Updated last year
- ☆13Mar 28, 2025Updated 11 months ago
- [NeurIPS 2025] FastVID: Dynamic Density Pruning for Fast Video Large Language Models☆31Nov 10, 2025Updated 4 months ago
- [ICCV 2025] Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs☆59Feb 2, 2026Updated last month
- [ICLR 2026 Oral] FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging☆36Feb 12, 2026Updated last month
- Official implementation of paper "OED: Towards One-stage End-to-End Dynamic Scene Graph Generation".☆26Mar 26, 2024Updated last year
- This is the official implementation of ICCV 2025 "Flash-VStream: Efficient Real-Time Understanding for Long Video Streams"☆274Oct 15, 2025Updated 5 months ago