yfzhang114 / LLaVA-AlignLinks
[ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strategy.
☆82Updated 9 months ago
Alternatives and similar repositories for LLaVA-Align
Users that are interested in LLaVA-Align are comparing it to the libraries listed below
Sorting:
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆49Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆150Updated last year
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆66Updated 2 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆98Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆89Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆81Updated last month
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 4 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆121Updated 2 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆99Updated 3 months ago
- ☆25Updated 4 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning☆50Updated last year
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆38Updated last year
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆50Updated 4 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆102Updated last year
- Repository for the paper: Teaching Structured Vision & Language Concepts to Vision & Language Models☆47Updated 2 years ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 5 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆48Updated last year
- An Enhanced CLIP Framework for Learning with Synthetic Captions☆37Updated 7 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆98Updated last year
- ☆91Updated 2 years ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆52Updated last year
- ☆100Updated last year
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆86Updated 9 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆144Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆151Updated last year
- Official repository for CoMM Dataset☆48Updated 11 months ago