[ACL 2025] Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence
☆20Jun 10, 2025Updated last year
Alternatives and similar repositories for VHR
Users that are interested in VHR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Aug 20, 2026Updated 3 weeks ago
- [EMNLP 2025 Main Conference] Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression☆15Dec 26, 2025Updated 8 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆64Mar 13, 2025Updated last year
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆62Dec 18, 2024Updated last year
- [ICCV 2025] Official repository of "Mitigating Object Hallucinations via Sentence-Level Early Intervention".☆32Jul 2, 2026Updated 2 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [AAAI 2025] ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Mode…☆25Sep 26, 2024Updated last year
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆25May 7, 2025Updated last year
- Code and data for paper "Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation".☆25Oct 22, 2025Updated 10 months ago
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆39Jul 14, 2025Updated last year
- [NeurIPS 2025] Official Implementation for "Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding"☆22Dec 8, 2024Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆120Nov 23, 2024Updated last year
- ☆19Jun 6, 2025Updated last year
- [CVPR25 Highlight] A ChatGPT-Prompted Visual hallucination Evaluation Dataset, featuring over 100,000 data samples and four advanced eval…☆32Apr 16, 2025Updated last year
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆29Mar 24, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆25Jul 21, 2024Updated 2 years ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆68Aug 30, 2025Updated last year
- [CVPR Findings 2026] HoliSafe: Holistic Safety Benchmarking and Modeling for Vision-Language Model☆17Mar 8, 2026Updated 6 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆116Dec 4, 2024Updated last year
- Deep Learning Part 2, 2019 edition - transcriptions, screenshots and notebooks☆11Jul 19, 2019Updated 7 years ago
- [CVPR2025] Official Repository for IMMUNE: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment☆29Jun 11, 2025Updated last year
- Official Implementation of CODE☆18Sep 26, 2024Updated last year
- (NeXD @ CVPR 2025) Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models☆34Sep 30, 2025Updated 11 months ago
- Official codes of "Sketch-in-Latents: Eliciting Unified Reasoning in MLLMs"☆19Feb 15, 2026Updated 7 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆52Jul 7, 2025Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆172Nov 6, 2024Updated last year
- ☆15May 30, 2026Updated 3 months ago
- ☆30Jun 9, 2026Updated 3 months ago
- ☆87Nov 5, 2024Updated last year
- ☆10Jun 14, 2022Updated 4 years ago
- [ACL 2026] Paper list of Video LLM hallucination. Welcome to Star and Contribute!☆42Sep 1, 2026Updated 2 weeks ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆119Feb 16, 2025Updated last year
- [COLM 2025] JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model☆26Nov 25, 2025Updated 9 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A library of visualization tools for the interpretability and hallucination analysis of large vision-language models (LVLMs).☆43May 22, 2025Updated last year
- ☆12Jul 4, 2024Updated 2 years ago
- A Survey for LLM Agent Trajectory Analysis: From Failure Attribution to Enhancement(Accepted by TSE 2026)☆46Sep 12, 2026Updated last week
- code and resources for our paper "Achieving Joint Training Accuracy in Continual Learning" in AAAI2025☆14Feb 25, 2025Updated last year
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆105Nov 30, 2025Updated 9 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆69Jul 16, 2024Updated 2 years ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆147Sep 11, 2025Updated last year