[CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens
☆74Oct 9, 2025Updated 6 months ago
Alternatives and similar repositories for middle_layers_indicating_hallucinations
Users that are interested in middle_layers_indicating_hallucinations 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 ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆24May 7, 2025Updated 11 months ago
- [AAAI 2024] PyTorch implementation for Deep Incomplete Multi-View Learning Network with Insufficient Label Information☆15Mar 17, 2025Updated last year
- [CVPR'25] Official code of paper "Mimic In-Context Learning for Multimodal Tasks"☆25Mar 10, 2026Updated last month
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆168Nov 6, 2024Updated last year
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆28Mar 24, 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.
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆66Aug 30, 2025Updated 7 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
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆112Dec 4, 2024Updated last year
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆106Feb 16, 2025Updated last year
- [NeurIPS 2025] Official repository for “FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models”☆30Dec 9, 2025Updated 4 months ago
- ☆25Mar 18, 2025Updated last year
- ☆16Nov 19, 2021Updated 4 years ago
- XL-VLMs: General Repository for eXplainable Large Vision Language Models☆48Sep 8, 2025Updated 7 months ago
- ☆10May 24, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- PyTorch implementation for Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining (TIP 2024)☆22Mar 25, 2024Updated 2 years ago
- Official Code for Epsilon-Mesh Attack (IEEE FG 2024)☆17Nov 14, 2024Updated last year
- Shift-Tolerant Perceptual Similarity Metric for Full Reference Image Dehazing Quality Assessment☆19Sep 28, 2025Updated 6 months ago
- Stepping VLMs onto the Court: Benchmarking Spatial Intelligence in Sports☆68Mar 15, 2026Updated last month
- Official codebase for the paper Latent Visual Reasoning☆146Oct 22, 2025Updated 5 months ago
- Notes about courses Machine Learning 2025 Spring by Hung-yi Lee☆27Sep 22, 2025Updated 6 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆364Apr 20, 2025Updated 11 months ago
- ☆14Sep 2, 2020Updated 5 years ago
- SpotEdit [NeurIPS 2025 W]☆17Sep 24, 2025Updated 6 months ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆22Sep 16, 2025Updated 7 months ago
- Concept Learning Dynamics☆16Oct 29, 2024Updated last year
- ☆77Jul 28, 2025Updated 8 months ago
- 🌿快速生成文件夹目录结构,支持定义目录层级,支持生成到 markdown 文件。☆13Oct 19, 2022Updated 3 years ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆110Jun 29, 2025Updated 9 months ago
- [NeurIPS 2025] Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO☆81Oct 29, 2025Updated 5 months ago
- MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model (Initial Version)☆13Apr 17, 2024Updated 2 years ago
- (ECCV2024) Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery (TextGCD)☆22Nov 26, 2025Updated 4 months ago
- ☆43Feb 20, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICCV 2025] AdsQA: Towards Advertisement Video Understanding Arxiv: https://arxiv.org/abs/2509.08621☆34Oct 30, 2025Updated 5 months ago
- ☆19Nov 11, 2023Updated 2 years ago
- [IEEE PCS 2022 best paper finalist] "FloLPIPS: A Bespoke Video Quality Metric for Frame Interpoation", Duolikun Danier, Fan Zhang, David …☆22Mar 9, 2024Updated 2 years ago
- [ECCV 2024] Official PyTorch implement of paper "ParCo: Part-Coordinating Text-to-Motion Synthesis": http://arxiv.org/abs/2403.18512☆72Sep 30, 2025Updated 6 months ago
- Our EMNLP 2022 paper on VIP-Based Prompting for Parameter-Efficient Learning☆10Oct 22, 2022Updated 3 years ago
- ☆18Jul 3, 2025Updated 9 months ago
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆48Jul 7, 2025Updated 9 months ago