SaraGhazanfari / EMMALinks
EMMA [TMLR 2025]
☆12Updated last month
Alternatives and similar repositories for EMMA
Users that are interested in EMMA are comparing it to the libraries listed below
Sorting:
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆105Updated last year
 - [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆65Updated 8 months ago
 - [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆195Updated 3 months ago
 - [CVPR 2025 Highlight] Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding☆43Updated 2 months ago
 - [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆41Updated 3 months ago
 - [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆81Updated last month
 - [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last week
 - (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆133Updated 7 months ago
 - [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆88Updated 5 months ago
 - [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆50Updated last year
 - 🚀 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models☆36Updated last week
 - [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆95Updated last month
 - [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆63Updated 2 months ago
 - ☆58Updated 5 months ago
 - [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆192Updated 4 months ago
 - Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 3 months ago
 - DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 4 months ago
 - [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆48Updated 3 weeks ago
 - Official implement of MIA-DPO☆66Updated 9 months ago
 - [NeurIPS'25] ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding☆38Updated last month
 - [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆42Updated 3 weeks ago
 - Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆77Updated last month
 - LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆152Updated last month
 - 🔥 [NeurIPS 2025] Official implementation of "Generate, but Verify: Reducing Visual Hallucination in Vision-Language Models with Retrospe…☆43Updated last month
 - Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆21Updated 5 months ago
 - PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆37Updated last year
 - The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆40Updated last year
 - [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆118Updated last month
 - [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆148Updated 11 months ago
 - [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆120Updated 2 months ago