[ACL-2026 Findings] Implementation for HiPrune, a training-free visual token pruning method for VLM acceleration.
☆61Apr 29, 2026Updated 4 months ago
Alternatives and similar repositories for HiPrune
Users that are interested in HiPrune are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TCSVT] Official repository of the paper "A Glimpse to Compress: Dynamic Visual Token Pruning for Large Vision-Language Models"☆101Jun 12, 2026Updated 3 months ago
- [NeurIPS 2025] Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆109Sep 20, 2025Updated 11 months ago
- [ICCV 2025] Official code for paper: Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs☆85Jul 1, 2025Updated last year
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆65Oct 9, 2025Updated 11 months ago
- A paper list of some recent works about Token Compress for Vit and VLM☆954Updated this week
- 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.
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆116Nov 22, 2025Updated 9 months ago
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models☆88Apr 16, 2026Updated 5 months ago
- [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs☆89Jan 17, 2026Updated 8 months ago
- [EMNLP 2025 main 🔥] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"☆122Oct 12, 2025Updated 11 months ago
- The code for the paper "Efficient Self-Supervised Video Hashing with Selective State Spaces" (AAAI'25).☆24Aug 2, 2025Updated last year
- [TMLR 2026] Survey: https://arxiv.org/pdf/2507.20198☆389Jul 27, 2026Updated last month
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆58Apr 18, 2025Updated last year
- Official repository for VisionZip (CVPR 2025)☆449Jul 21, 2025Updated last year
- [NeurIPS 2025] FastVID: Dynamic Density Pruning for Fast Video Large Language Models☆38Nov 10, 2025Updated 10 months ago
- 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.
- [CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models☆60Jan 30, 2026Updated 7 months ago
- This is the open-source code for TokenCarve.☆25Jan 23, 2026Updated 7 months ago
- [NeurIPS 2025] AutoPrune, a general pruning method for LLM/VLM/VLA☆20Oct 7, 2025Updated 11 months ago
- [NeurIPS 2025 🔥] Official implementation for "Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retenti…☆66Mar 5, 2026Updated 6 months ago
- Official Implementation (Pytorch) of the "Representation Shift: Unifying Token Compression with FlashAttention", ICCV 2025☆36Feb 22, 2026Updated 6 months ago
- Reasoning Guided Embeddings: Leveraging MLLM Reasoning for Improved Multimodal Retrieval☆16Nov 29, 2025Updated 9 months ago
- Official Implementation of Paper FOLDER (ICCV2025) and Turbo (ECCV2024)☆15Jun 27, 2025Updated last year
- Official code for **Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity** (PruneSI…☆13Mar 25, 2026Updated 5 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆38Jan 8, 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.
- The code implementation for UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings (ICLR 2026).☆72Feb 25, 2026Updated 6 months ago
- [ACL2026 Main] Data & Code of "Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods"☆37Apr 9, 2026Updated 5 months ago
- [ICCV 2025] Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs☆62Feb 2, 2026Updated 7 months ago
- Code release for VTW (AAAI 2025 Oral)☆66Nov 4, 2025Updated 10 months ago
- ALGM applied to Segmenter☆33May 27, 2024Updated 2 years ago
- [ICML'25][TPAMI'26] Official implementation of paper "SparseVLM" and "SparseVLM+".☆277Jul 30, 2026Updated last month
- KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation, NAACL 2024☆16Jul 29, 2024Updated 2 years ago
- Learning An Effective Transformer for Remote Sensing Satellite Image Dehazing☆13Sep 25, 2023Updated 2 years ago
- [CVPR 2026] Official repo for "EVATok: Adaptive Length Video Tokenization for Efficient Visual Autoregressive Generation"☆65Mar 13, 2026Updated 6 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆214Jul 17, 2025Updated last year
- 📚 Collection of token-level model compression resources.☆203Sep 3, 2025Updated last year
- Toolkit for 3DGS compression research☆31Jun 8, 2026Updated 3 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆119Feb 16, 2025Updated last year
- [NeurIPS 2024] The official implementation of ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification☆33Mar 30, 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…☆598Jan 4, 2025Updated last year
- ☆69Jan 23, 2026Updated 7 months ago