njucckevin / MM-Self-Improve
A Self-Training Framework for Vision-Language Reasoning
β16Updated last week
Related projects β
Alternatives and complementary repositories for MM-Self-Improve
- β23Updated 3 months ago
- [EMNLP 2024 Findingsπ₯] Official implementation of "LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Infeβ¦β75Updated last week
- β38Updated 5 months ago
- A RLHF Infrastructure for Vision-Language Modelsβ104Updated this week
- Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal β¦β27Updated this week
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.β32Updated last week
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"β26Updated 4 months ago
- β84Updated 10 months ago
- β23Updated 6 months ago
- A Survey on the Honesty of Large Language Modelsβ46Updated last month
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)β33Updated 3 weeks ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMsβ71Updated 2 weeks ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)β29Updated 7 months ago
- A Survey on Benchmarks of Multimodal Large Language Modelsβ64Updated last month
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimizationβ66Updated 9 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''β73Updated 7 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''β182Updated 7 months ago
- Official repository of MMDU datasetβ75Updated last month
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKUβ41Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Modelsβ45Updated 5 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Modelsβ26Updated 4 months ago
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)β33Updated last year
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decodingβ212Updated last month
- β24Updated 4 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)β41Updated 4 months ago
- An Easy-to-use Hallucination Detection Framework for LLMs.β48Updated 7 months ago
- β58Updated 9 months ago
- β13Updated last year
- β30Updated this week
- β20Updated last month