LzVv123456 / VISTALinks
☆57Updated 3 months ago
Alternatives and similar repositories for VISTA
Users that are interested in VISTA are comparing it to the libraries listed below
Sorting:
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆85Updated 11 months ago
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆88Updated 5 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆118Updated last month
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆100Updated 10 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆40Updated 11 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated 11 months ago
- ☆104Updated 7 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆63Updated 5 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 8 months ago
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆27Updated 3 months ago
- A library of visualization tools for the interpretability and hallucination analysis of large vision-language models (LVLMs).☆41Updated 5 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆77Updated last month
- ☆70Updated 11 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆86Updated 8 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆54Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆48Updated last year
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆95Updated last month
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆49Updated last year
- 🔥 Omni large models and datasets for understanding and generating multi-modalities.☆19Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Updated last year
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆199Updated 3 weeks ago
- Less is More: High-value Data Selection for Visual Instruction Tuning☆15Updated 9 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆44Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- ☆51Updated 11 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆149Updated last year
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 6 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆95Updated last year
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆23Updated 11 months ago