Theia-4869 / VisPrunerLinks
[ICCV 2025] Official code for paper: Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs
☆11Updated 2 weeks ago
Alternatives and similar repositories for VisPruner
Users that are interested in VisPruner are comparing it to the libraries listed below
Sorting:
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆39Updated 3 months ago
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models☆36Updated last month
- official repo for paper "[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs"☆22Updated 2 months ago
- 🚀 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆25Updated last month
- ☆42Updated 8 months ago
- [CVPR 2025] PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models☆45Updated last month
- Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better☆32Updated last month
- Fast-Slow Thinking for Large Vision-Language Model Reasoning☆16Updated 2 months ago
- [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models☆37Updated 5 months ago
- ☆22Updated 4 months ago
- WeGeFT: Weight‑Generative Fine‑Tuning for Multi‑Faceted Efficient Adaptation of Large Models☆20Updated last week
- Official code for paper: Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs.☆37Updated 2 weeks ago
- [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers.☆33Updated 6 months ago
- LEO: A powerful Hybrid Multimodal LLM☆18Updated 6 months ago
- iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models☆19Updated 5 months ago
- [ICCV 2025] Dynamic-VLM☆23Updated 7 months ago
- a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarity☆29Updated last month
- Official implementation of Next Block Prediction: Video Generation via Semi-Autoregressive Modeling☆37Updated 5 months ago
- Official Repository: A Comprehensive Benchmark for Logical Reasoning in MLLMs☆38Updated last month
- Official implementation of "Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology"☆41Updated last week
- VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆47Updated last week
- [ACL 2023] PuMer: Pruning and Merging Tokens for Efficient Vision Language Models☆32Updated 9 months ago
- [CVPR '24] Official implementation of the paper "Multiflow: Shifting Towards Task-Agnostic Vision-Language Pruning".☆23Updated 4 months ago
- The official GitHub page for ''What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Ins…☆19Updated last year
- High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning☆29Updated last week
- Official code for paper "Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models, ICML2024"☆24Updated 5 months ago
- This repo contains the source code for VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks (NeurIPS 2024).☆39Updated 9 months ago
- ☆16Updated 8 months ago
- Less is More: High-value Data Selection for Visual Instruction Tuning☆14Updated 6 months ago
- (ArXiv25) Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning☆51Updated last month