showlab / Awesome-MLLM-HallucinationLinks
π A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).
β753Updated 3 months ago
Alternatives and similar repositories for Awesome-MLLM-Hallucination
Users that are interested in Awesome-MLLM-Hallucination are comparing it to the libraries listed below
Sorting:
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-basβ¦β982Updated 3 weeks ago
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual inβ¦β660Updated last week
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Alloβ¦β346Updated 10 months ago
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Surveyβ695Updated 2 weeks ago
- Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.β709Updated this week
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decodingβ293Updated 9 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resourcesβ143Updated 2 months ago
- This is the first paper to explore how to effectively use RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages cold-staβ¦β637Updated 2 weeks ago
- A paper list of some recent works about Token Compress for Vit and VLMβ547Updated last week
- Awesome RL-based LLM Reasoningβ553Updated 2 months ago
- Awesome_Multimodel is a curated GitHub repository that provides a comprehensive collection of resources for Multimodal Large Language Modβ¦β334Updated 3 months ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Modelsβ493Updated this week
- β102Updated last week
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought β¦β342Updated 6 months ago
- A curated list of awesome Multimodal studies.β225Updated 2 weeks ago
- Efficient Multimodal Large Language Models: A Surveyβ361Updated 2 months ago
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and continβ¦β73Updated 11 months ago
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.β788Updated 2 months ago
- A Framework of Small-scale Large Multimodal Modelsβ859Updated 2 months ago
- A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,β¦β311Updated 4 months ago
- Visualizing the attention of vision-language modelsβ206Updated 4 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)β92Updated 7 months ago
- [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(β¦β289Updated 8 months ago
- This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation β¦β472Updated 3 months ago
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Languaβ¦β451Updated 6 months ago
- A fork to add multimodal model training to open-r1β1,331Updated 5 months ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learningβ696Updated 3 weeks ago
- Latest Advances on Modality Priors in Multimodal Large Language Modelsβ21Updated 2 months ago
- Latest Advances on Long Chain-of-Thought Reasoningβ415Updated this week
- Awesome-LLM-and-Multimodal is a paper list about large language models and multimodal models (Diffusion, VLM). From foundations to applicβ¦β58Updated 4 months ago