BillChan226 / HALCLinks
[ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"
☆97Updated 9 months ago
Alternatives and similar repositories for HALC
Users that are interested in HALC are comparing it to the libraries listed below
Sorting:
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆166Updated 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…☆78Updated last year
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆96Updated 9 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆313Updated 11 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆103Updated last week
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆222Updated 3 weeks ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆150Updated last year
- ☆49Updated 9 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆76Updated 9 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 10 months ago
- ☆54Updated last month
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆20Updated 4 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆41Updated 6 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆93Updated 3 weeks ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆61Updated 2 weeks ago
- ☆100Updated 5 months ago
- [EMNLP 2024 Findings] The official PyTorch implementation of EchoSight: Advancing Visual-Language Models with Wiki Knowledge.☆73Updated 3 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆97Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆80Updated 10 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆91Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆140Updated 10 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆65Updated 7 months ago
- A library of visualization tools for the interpretability and hallucination analysis of large vision-language models (LVLMs).☆39Updated 3 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 6 months ago
- ☆140Updated 7 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆35Updated 10 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆48Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆129Updated last year