ZhangqiJiang07 / middle_layers_indicating_hallucinationsLinks
[CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens
☆26Updated 5 months ago
Alternatives and similar repositories for middle_layers_indicating_hallucinations
Users that are interested in middle_layers_indicating_hallucinations are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆37Updated 5 months ago
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆17Updated 2 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆40Updated last year
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆58Updated 7 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆96Updated 7 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆240Updated 3 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆92Updated 8 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆186Updated 3 weeks ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆132Updated 9 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆37Updated 4 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆145Updated 3 weeks ago
- Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)☆94Updated 8 months ago
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆98Updated 9 months ago
- ☆16Updated 3 months ago
- ☆49Updated 8 months ago
- Official code for CVPR 2024 paper, "SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models"☆16Updated last year
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆12Updated 7 months ago
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆19Updated 4 months ago
- 🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".☆39Updated 4 months ago
- ☆93Updated 4 months ago
- The official implement of "Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models"☆15Updated 4 months ago
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆24Updated 3 weeks ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆87Updated 3 months ago
- Instruction Tuning in Continual Learning paradigm☆54Updated 6 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆302Updated 9 months ago
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆149Updated 4 months ago
- [ICLR 2025] Code for Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models☆19Updated 3 months ago
- This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehens…☆73Updated 3 months ago
- [CVPR25 Highlight] A ChatGPT-Prompted Visual hallucination Evaluation Dataset, featuring over 100,000 data samples and four advanced eval…☆18Updated 3 months ago
- [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection☆42Updated last week