zhangce01 / DeGFLinks
[ICLR 2025] Code for Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models
☆21Updated 6 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☆21Updated 5 months ago
 - [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆50Updated last year
 - [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆48Updated 3 weeks ago
 - Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆13Updated 10 months ago
 - The official implement of "Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models"☆17Updated 7 months ago
 - [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆105Updated last year
 - The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆40Updated last year
 - [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆41Updated 3 months ago
 - [EMNLP 2024] SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information☆11Updated last year
 - [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆65Updated 8 months ago
 - ☆22Updated 6 months ago
 - [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆44Updated 10 months ago
 - [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆65Updated 5 months ago
 - [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆118Updated last month
 - [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆39Updated 7 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☆85Updated 11 months ago
 - ☆18Updated last year
 - ☆57Updated 3 months ago
 - Rui Qian, Xin Yin, Dejing Dou†: Reasoning to Attend: Try to Understand How <SEG> Token Works (CVPR 2025)☆45Updated 2 weeks ago
 - [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last week
 - Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆44Updated 7 months ago
 - CLIP-MoE: Mixture of Experts for CLIP☆49Updated last year
 - 🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".☆45Updated 7 months ago
 - Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆22Updated 7 months ago
 - [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆19Updated last year
 - This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆27Updated 3 months ago
 - Hyperbolic Safety-Aware Vision-Language Models. CVPR 2025☆25Updated 6 months ago
 - (ICLR 2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆42Updated 4 months ago
 - [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆69Updated last month