BIT-DA / ABSLinks
[ICML2025] Official Code of From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection
β24Updated 4 months ago
Alternatives and similar repositories for ABS
Users that are interested in ABS are comparing it to the libraries listed below
Sorting:
- [ICML 2025] This is the official PyTorch implementation of "π΅ HarmoniCa: Harmonizing Training and Inference for Better Feature Caching iβ¦β43Updated 3 months ago
- This repository contains the code for our ICML 2025 paperββLENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selectionπβ24Updated 5 months ago
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficientβ59Updated last month
- π Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Modelsβ36Updated last week
- Dimple, the first Discrete Diffusion Multimodal Large Language Modelβ108Updated 3 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Modelsβ65Updated 8 months ago
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsificationβ39Updated 7 months ago
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Modelβ35Updated 9 months ago
- β58Updated 5 months ago
- π Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Modelsβ33Updated 3 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuningβ69Updated last month
- a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarityβ39Updated 5 months ago
- TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generationβ227Updated 2 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'β195Updated 3 months ago
- Official code repo for our work "Native Visual Understanding: Resolving Resolution Dilemmas in Vision-Language Models"β50Updated 4 months ago
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".β180Updated 4 months ago
- Data distillation benchmarkβ68Updated 4 months ago
- [CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Keyβ84Updated last month
- β27Updated 8 months ago
- Official repository of the paper "A Glimpse to Compress: Dynamic Visual Token Pruning for Large Vision-Language Models"β74Updated last month
- [CVPR 2025] Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentationβ69Updated last month
- β22Updated 2 months ago
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Modelsβ40Updated 3 months ago
- [CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Modelsβ51Updated 5 months ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.β95Updated 4 months ago
- (ArXiv25) Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoningβ58Updated last month
- Code for the paper "AsFT: Anchoring Safety During LLM Fune-Tuning Within Narrow Safety Basin".β30Updated 3 months ago
- β125Updated 7 months ago
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Modelsβ105Updated last year
- [EMNLP 2025 main π₯] Code for "Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More"β84Updated 2 weeks ago