TianyunYoung / Hallucination-AttributionLinks
This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attribution and Intervention, ICLR 2025".
☆25Updated 2 months ago
Alternatives and similar repositories for Hallucination-Attribution
Users that are interested in Hallucination-Attribution are comparing it to the libraries listed below
Sorting:
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆76Updated 9 months ago
- ☆54Updated last month
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆103Updated last week
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆97Updated 9 months ago
- A library of visualization tools for the interpretability and hallucination analysis of large vision-language models (LVLMs).☆39Updated 3 months ago
- ☆49Updated 9 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆35Updated 10 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 5 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆80Updated 10 months ago
- [ICCV 2025] The official code of the paper "Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration R…☆106Updated 2 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆88Updated last month
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 10 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆20Updated 4 months ago
- More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆53Updated 3 months ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆22Updated 10 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆84Updated 3 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆46Updated 3 months ago
- the official repo for EMNLP 2024 (main) paper "EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimo…☆19Updated 5 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆74Updated 3 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆42Updated last year
- ☆50Updated 2 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆83Updated 3 weeks ago
- ☆21Updated 4 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆150Updated last week
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆56Updated last year
- Doodling our way to AGI ✏️ 🖼️ 🧠☆102Updated 3 months ago
- 🔥 Omni large models and datasets for understanding and generating multi-modalities.☆17Updated 10 months ago
- A Collection of Papers on Diffusion Language Models☆123Updated this week