zhangce01 / DeGFLinks
[ICLR 2025] Code for Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models
☆21Updated 5 months ago
Alternatives and similar repositories for DeGF
Users that are interested in DeGF are comparing it to the libraries listed below
Sorting:
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆20Updated 4 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆45Updated last year
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆38Updated 6 months ago
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆13Updated 9 months ago
- The official implement of "Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models"☆15Updated 5 months ago
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆36Updated 2 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆48Updated 7 months ago
- ☆18Updated 5 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆35Updated 10 months ago
- Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs☆28Updated last month
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆76Updated 9 months ago
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆102Updated 11 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆105Updated last week
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆44Updated 9 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆41Updated 6 months ago
- ☆54Updated last month
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆34Updated 5 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆18Updated last year
- More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆53Updated 3 months ago
- [NAACL 2025 Main] Official Implementation of MLLMU-Bench☆34Updated 6 months ago
- [EMNLP 2024] SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information☆11Updated 11 months ago
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆36Updated last year
- 🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".☆43Updated 6 months ago
- Rui Qian, Xin Yin, Dejing Dou†: Reasoning to Attend: Try to Understand How <SEG> Token Works (CVPR 2025)☆42Updated 3 weeks ago
- ☆18Updated last year
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆21Updated 5 months ago
- Hyperbolic Safety-Aware Vision-Language Models. CVPR 2025☆24Updated 5 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 3 months ago
- Official Implementation of CODE☆15Updated 11 months ago