beccabai / Data-centric_multimodal_LLM
Survey on Data-centric Large Language Models
☆76Updated 7 months ago
Alternatives and similar repositories for Data-centric_multimodal_LLM:
Users that are interested in Data-centric_multimodal_LLM are comparing it to the libraries listed below
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆63Updated this week
- [EMNLP 2024 Findings🔥] Official implementation of "LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Infe…☆91Updated 3 months ago
- ☆103Updated last week
- ☆47Updated 2 weeks ago
- A RLHF Infrastructure for Vision-Language Models☆162Updated 3 months ago
- Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal …☆39Updated last week
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆92Updated this week
- ☆40Updated 2 months ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆79Updated 2 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆98Updated 3 months ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆250Updated this week
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆116Updated 9 months ago
- Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"☆183Updated 5 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆143Updated last month
- Visualizing the attention of vision-language models☆109Updated 3 months ago
- Official repository of MMDU dataset☆83Updated 4 months ago
- ☆60Updated 8 months ago
- A Self-Training Framework for Vision-Language Reasoning☆63Updated 3 weeks ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆89Updated last month
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆147Updated 10 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(…☆270Updated 3 months ago
- Code release for VTW (AAAI 2025) Oral☆32Updated last month
- This is the first released survey paper on hallucinations of large vision-language models (LVLMs). To keep track of this field and contin…☆60Updated 6 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆236Updated 4 months ago
- [ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinatio…☆20Updated 3 weeks ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆63Updated 3 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆45Updated 7 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆91Updated 3 weeks ago