KejiaZhang-Robust / VAPLinks
Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
☆27Updated 3 months ago
Alternatives and similar repositories for VAP
Users that are interested in VAP are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆26Updated 5 months ago
- The official implement of "Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models"☆15Updated 4 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆37Updated 5 months ago
- [ICLR 2025] Code for Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models☆19Updated 3 months ago
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆64Updated last month
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆98Updated 9 months ago
- ☆93Updated 4 months ago
- (ICCV 2025)This repository is the official implementation of AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detect…☆103Updated 2 weeks ago
- ☆49Updated 8 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆41Updated last year
- 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
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆17Updated 3 months ago
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆33Updated 4 months ago
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆20Updated 4 months ago
- HoliTom: Holistic Token Merging for Fast Video Large Language Models☆38Updated 2 months ago
- Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"☆53Updated last week
- [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
- A curated list of Awesome Personalized Large Multimodal Models resources☆32Updated 2 months ago
- Hyperbolic Safety-Aware Vision-Language Models. CVPR 2025☆22Updated 4 months ago
- ☆54Updated 3 months ago
- official repo for paper "[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs"☆22Updated 3 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆186Updated 3 weeks ago
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆149Updated 4 months ago
- [CVPR-25🔥] Test-time Counterattacks (TTC) towards adversarial robustness of CLIP☆29Updated 2 months ago
- Survey: https://arxiv.org/pdf/2507.20198☆69Updated this week
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆26Updated last month
- 📖 This is a repository for organizing papers, codes, and other resources related to unified multimodal models.☆268Updated last week
- Elucidated Dataset Condensation (NeurIPS 2024)☆21Updated 10 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆96Updated 7 months ago
- [NAACL 2025 Main] Official Implementation of MLLMU-Bench☆29Updated 4 months ago