[ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
☆62Jul 5, 2025Updated 8 months ago
Alternatives and similar repositories for CausalMM
Users that are interested in CausalMM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Latest Advances on Modality Priors in Multimodal Large Language Models☆31Dec 10, 2025Updated 3 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆174Sep 25, 2025Updated 6 months ago
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆56Dec 18, 2024Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆138Sep 11, 2025Updated 6 months ago
- Professor and Group List of CS☆10Mar 12, 2024Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆28Apr 18, 2025Updated 11 months ago
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆36Jul 14, 2025Updated 8 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆63Jul 16, 2024Updated last year
- ☆12Aug 20, 2025Updated 7 months ago
- ☆15Jan 9, 2026Updated 2 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆388Oct 7, 2024Updated last year
- PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"☆33Aug 30, 2024Updated last year
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆49Mar 24, 2025Updated last year
- Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models☆49Oct 30, 2025Updated 5 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆33Oct 13, 2025Updated 5 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆57Oct 28, 2024Updated last year
- [ICLR 2025] Code for Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models☆25Apr 14, 2025Updated 11 months ago
- The official repo for "Where do Large Vision-Language Models Look at when Answering Questions?"☆61Jan 7, 2026Updated 2 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆107Nov 23, 2024Updated last year
- ☆56Nov 26, 2024Updated last year
- Official Code for "Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning" (ICLR 2025)☆12Mar 6, 2025Updated last year
- ☆32Feb 2, 2026Updated last month
- ☆14Jun 10, 2025Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- [CVPR2025] The implementation of the paper "OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary".☆18May 9, 2025Updated 10 months ago
- Collected the world's best computer vision labs and lecture materials.☆14Feb 23, 2025Updated last year
- [CVPR 2025] DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval☆22Jun 23, 2025Updated 9 months ago
- [EMNLP 2024 Industry track] MERLIN : Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank P…☆14Mar 4, 2025Updated last year
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆285Feb 8, 2026Updated last month
- The official implementation of Vision-Language Alignment Learning under Affinity and Divergence Principles for Few-Shot Out-of-Distributi…☆27Jun 18, 2024Updated last year
- [EMNLP 2025] The official implementation of "Zero-shot Multimodal Document Retrieval via Cross-Modal Question Generation"☆15Aug 26, 2025Updated 7 months ago
- Textual Localization: Decomposing Multi-concept Images for Subject-Driven Text-to-Image Generation☆16Mar 10, 2024Updated 2 years ago
- [arXiv 2025] SAGE: Training Smart Any-Horizon Agents for Long Video Reasoning with Reinforcement Learning☆64Dec 17, 2025Updated 3 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- LLMEval☆11Feb 12, 2024Updated 2 years ago
- 🎓Automatically Update LLM inference systems Papers Daily using Github Actions (Update Every 12th hours)☆12Updated this week
- [NeurIPS 2025] RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning☆52Oct 23, 2025Updated 5 months ago
- Official Implementation for the paper "VisCodex: Unified Multimodal Code Generation via Merging Vision and Coding Models"☆22Aug 14, 2025Updated 7 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆112Dec 4, 2024Updated last year
- pytorch☆10Apr 13, 2022Updated 3 years ago
- Implementation of "DIME-FM: DIstilling Multimodal and Efficient Foundation Models"☆15Oct 12, 2023Updated 2 years ago