Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
☆28Mar 24, 2025Updated last year
Alternatives and similar repositories for ICT
Users that are interested in ICT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆117Nov 23, 2024Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆68Jul 16, 2024Updated 2 years ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆63Mar 13, 2025Updated last year
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆50Mar 24, 2025Updated last year
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆84Oct 9, 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.
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆25May 7, 2025Updated last year
- This paper is currently under review by IEEE TCSVT, and the diffusion framework of the FedDiff algorithm part will be disclosed.☆14Mar 8, 2024Updated 2 years ago
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆51Jul 7, 2025Updated last year
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆411Oct 7, 2024Updated last year
- Code for paper: "What’s in the Image? A Deep-Dive into the Vision of Vision Language Models" (CVPR 2025)☆18May 1, 2025Updated last year
- ☆15Apr 27, 2025Updated last year
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆33Apr 12, 2025Updated last year
- [ACL 2025] Removal of Hallucination on Hallucination: Debate-Augmented RAG☆44Aug 4, 2025Updated 11 months ago
- ☆19Jun 6, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆25Mar 18, 2025Updated last year
- [NeurIPS 2025] Official Implementation for "Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding"☆22Dec 8, 2024Updated last year
- Official PyTorch Implementation of ParGo: Bridging Vision-Language with Partial and Global Views. (AAAI 2025)☆16Jan 7, 2025Updated last year
- [AAAI 2025] ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Mode…☆25Sep 26, 2024Updated last year
- ☆86Jul 28, 2025Updated 11 months ago
- The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors☆19Mar 31, 2025Updated last year
- This repo contains source code for Glance and Focus: Memory Prompting for Multi-Event Video Question Answering (Accepted in NeurIPS 2023)☆31Jun 28, 2024Updated 2 years ago
- MCOUT: Multimodal Chain of Continuous Thought for Latent Reasoning☆21Oct 4, 2025Updated 9 months ago
- ☆33Apr 18, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [EMNLP 2025 Main Conference] Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression☆16Dec 26, 2025Updated 6 months ago
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆325Feb 8, 2026Updated 5 months ago
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆14Dec 16, 2024Updated last year
- (NeXD @ CVPR 2025) Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models☆32Sep 30, 2025Updated 9 months ago
- [CVPR25 Highlight] A ChatGPT-Prompted Visual hallucination Evaluation Dataset, featuring over 100,000 data samples and four advanced eval…☆32Apr 16, 2025Updated last year
- [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
- Code for CVPR2023 paper "Collaborative Noisy Label Cleaner: Learning Scene-aware Trailers for Multi-modal Highlight Detection in Movies"☆18Mar 21, 2023Updated 3 years ago
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆60Dec 18, 2024Updated last year
- [ICML'25 Spotlight] Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models☆57Jan 21, 2026Updated 6 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICLR 2026🔥] SHIELD: Suppressing Hallucinations In LVLM Encoders via Bias and Vulnerability Defense☆17Mar 24, 2026Updated 3 months ago
- Official implementation of "Generative Human Motion Stylization in Latent Space", ICLR'24☆39Sep 4, 2025Updated 10 months ago
- 🔥 [NeurIPS 2025] Official implementation of "Generate, but Verify: Reducing Visual Hallucination in Vision-Language Models with Retrospe…☆58Jan 22, 2026Updated 6 months ago
- Code and data for EMNLP 2023 paper "RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction"☆18Mar 6, 2024Updated 2 years ago
- [AAAI 2024] DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval.☆49Oct 14, 2024Updated last year
- 中国科学院大学研究生课程-高级人工智能☆10Jan 8, 2022Updated 4 years ago
- ☆15Jun 6, 2023Updated 3 years ago