LALBJ / PAILinks
[ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
☆151Updated last year
Alternatives and similar repositories for PAI
Users that are interested in PAI are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆121Updated 2 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 4 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆199Updated 4 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆99Updated 3 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆98Updated last year
- ☆151Updated 9 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆135Updated 3 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆345Updated last year
- A Survey on Benchmarks of Multimodal Large Language Models☆145Updated 5 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆172Updated 2 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆63Updated 3 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆201Updated last year
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆74Updated 2 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆102Updated 11 months ago
- ☆25Updated last year
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆302Updated 7 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆58Updated last year
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆72Updated 4 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆81Updated last month
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆98Updated 2 months ago
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆55Updated last month
- A RLHF Infrastructure for Vision-Language Models☆187Updated last year
- Visual Instruction Tuning for Qwen2 Base Model☆40Updated last year
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆52Updated 8 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆134Updated 8 months ago
- Official implement of MIA-DPO☆67Updated 10 months ago