IntelLabs / lvlm-interpretLinks
☆95Updated 4 months ago
Alternatives and similar repositories for lvlm-interpret
Users that are interested in lvlm-interpret are comparing it to the libraries listed below
Sorting:
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆76Updated 2 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆62Updated 6 months ago
- ☆61Updated 9 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆147Updated last year
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆152Updated last week
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆96Updated 7 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆79Updated 8 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆302Updated 10 months ago
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆88Updated 9 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆92Updated 8 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆58Updated 7 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆31Updated 9 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆66Updated 8 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆81Updated 5 months ago
- ☆50Updated last week
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆78Updated 5 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆77Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 9 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆86Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆91Updated last year
- Visualizing the attention of vision-language models☆216Updated 5 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆132Updated 9 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆128Updated last year
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆98Updated 9 months ago
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆219Updated 2 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆69Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆145Updated 3 weeks ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆216Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆63Updated 3 weeks ago