Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
☆31Mar 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:
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆51Mar 24, 2025Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆119Nov 23, 2024Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆174Nov 6, 2024Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆71Jul 16, 2024Updated 2 years ago
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆85Oct 9, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆41Jul 14, 2025Updated last year
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆53Jul 7, 2025Updated last year
- [AAAI'26] Code for the paper "AirCopBench: A Benchmark for Multi-drone Collaborative Embodied Perception and Reasoning"☆20Jun 3, 2026Updated 4 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆176Sep 25, 2025Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆148Sep 11, 2025Updated last year
- [EMNLP 2025 Main Conference] Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression☆16Dec 26, 2025Updated 10 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆67Mar 13, 2025Updated last year
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆415Aug 24, 2024Updated 2 years ago
- ☆34Apr 18, 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.
- [ICLR 2026🔥] SHIELD: Suppressing Hallucinations In LVLM Encoders via Bias and Vulnerability Defense☆21Mar 24, 2026Updated 7 months ago
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆62Dec 18, 2024Updated last year
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆25May 7, 2025Updated 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
- 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
- [ACL'25] The official repo of "DAGCD", an approach that mitigates context faithfulness hallucinations in LLMs.☆14Feb 18, 2026Updated 8 months ago
- Camunda External Task Client in Python☆10Jan 30, 2025Updated last year
- ☆15Apr 9, 2026Updated 6 months ago
- ☆19Jun 6, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [NeurIPS 2025] Official Implementation for "Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding"☆23Dec 8, 2024Updated last year
- [ECCV 2026 🔥] Paying More Attention to Visual Tokens in Self-Evolving Large Multimodal Models☆20Sep 5, 2026Updated last month
- [CVPR 2026] Code for Evolving Contextual Safety in Multi-Modal Large Language Models via Inference-Time Self-Reflective Memory☆18Jul 30, 2026Updated 3 months ago
- ☆89Jul 28, 2025Updated last year
- [AAAI 2025] ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Mode…☆26Sep 26, 2024Updated 2 years ago
- The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors☆19Mar 31, 2025Updated last year
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆19Nov 10, 2025Updated 11 months ago
- ☆41Oct 21, 2026Updated last week
- MCOUT: Multimodal Chain of Continuous Thought for Latent Reasoning☆23Oct 4, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The source code of paper "Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph" in KDD2022.☆15Jan 9, 2023Updated 3 years ago
- 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
- ☆10Jun 25, 2024Updated 2 years ago
- [ICML 2026] Official implementation of HALO: A Unified Vision-Language-Action Model for Embodied Multimodal Chain-of-Thought Reasoning.☆18Jun 18, 2026Updated 4 months ago
- Dataset Pinocchio for paper "Towards Understanding Factual Knowledge of Large Language Models" accepted by ICLR 2024 (Spotlight)☆12Mar 13, 2024Updated 2 years ago
- (NeXD @ CVPR 2025) Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models☆34Sep 30, 2025Updated last year
- Our lab is dedicated to researching federated learning for medical image analysis. This repo collects official implementation of our work…☆10Jan 24, 2025Updated last year