ys-zong / VL-ICLLinks
[ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning
☆61Updated 5 months ago
Alternatives and similar repositories for VL-ICL
Users that are interested in VL-ICL are comparing it to the libraries listed below
Sorting:
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 4 months ago
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆85Updated 8 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 11 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆37Updated 11 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆76Updated last year
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆48Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆89Updated last year
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆21Updated 6 months ago
- [CVPR 2024] Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding☆50Updated 3 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆86Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆146Updated last year
- ☆88Updated 3 months ago
- [CVPR 2024] Improving language-visual pretraining efficiency by perform cluster-based masking on images.☆28Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆57Updated 6 months ago
- ☆59Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆89Updated 7 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆52Updated 8 months ago
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆106Updated last year
- LLaVA-NeXT-Image-Llama3-Lora, Modified from https://github.com/arielnlee/LLaVA-1.6-ft☆44Updated 11 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆76Updated 8 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆88Updated 7 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆40Updated this week
- [NeurIPS 2023]DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models☆44Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆85Updated last year
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆75Updated last month
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆44Updated 6 months ago
- NegCLIP.☆32Updated 2 years ago
- ☆15Updated 8 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆68Updated last year