bronyayang / HallE_Control
HallE-Control: Controlling Object Hallucination in LMMs
☆30Updated last year
Alternatives and similar repositories for HallE_Control:
Users that are interested in HallE_Control are comparing it to the libraries listed below
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆86Updated 5 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆72Updated 10 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆83Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 9 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 2 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆46Updated 6 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆73Updated 5 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆69Updated 4 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆87Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆48Updated this week
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆54Updated 3 months ago
- ☆35Updated 9 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆53Updated 4 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆28Updated last month
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆30Updated 9 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆114Updated 5 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆55Updated 9 months ago
- ☆25Updated 11 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆28Updated 6 months ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆55Updated 8 months ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆20Updated 4 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆46Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆104Updated this week
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆149Updated last year
- 【NeurIPS 2024】The official code of paper "Automated Multi-level Preference for MLLMs"☆19Updated 7 months ago
- Envolving Temporal Reasoning Capability into LMMs via Temporal Consistent Reward☆32Updated last month
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆146Updated last year
- ☆73Updated 10 months ago
- ☆74Updated 3 months ago
- ☆43Updated 3 months ago