The-Martyr / Awesome-Modality-Priors-in-MLLMsLinks
Latest Advances on Modality Priors in Multimodal Large Language Models
☆25Updated last month
Alternatives and similar repositories for Awesome-Modality-Priors-in-MLLMs
Users that are interested in Awesome-Modality-Priors-in-MLLMs are comparing it to the libraries listed below
Sorting:
- ☆109Updated last month
- ☆51Updated 11 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆97Updated 11 months ago
- 关于LLM和Multimodal LLM的paper list☆49Updated 3 weeks ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆199Updated 3 weeks ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆100Updated 10 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆328Updated last year
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆148Updated last week
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆63Updated 4 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆187Updated last week
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆118Updated last month
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆162Updated last month
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆69Updated 7 months ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆79Updated last year
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆278Updated 6 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆90Updated this week
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆85Updated 11 months ago
- ☆143Updated 8 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆54Updated 7 months ago
- [ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality☆48Updated 3 months ago
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆76Updated 4 months ago
- Imagine While Reasoning in Space: Multimodal Visualization-of-Thought (ICML 2025)☆53Updated 6 months ago
- A hot-pluggable tool for visualizing LLaVA's attention.☆23Updated last year
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆375Updated last year
- (ACL 2025) 🔥🔥🔥Code for "Empowering Multimodal Large Language Models with Evol-Instruct"☆18Updated 5 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆147Updated 11 months ago
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Updated last year
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆21Updated 5 months ago
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆12Updated last year
- Survey: https://arxiv.org/pdf/2507.20198☆179Updated last week