Official repository for Robust Multimodal Large Language Models Against Modality Conflict
☆22Jul 9, 2025Updated last year
Alternatives and similar repositories for MMMC
Users that are interested in MMMC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repo for the paper "Words or Vision: Do Vision-Language Models Have Blind Faith in Text?" (CVPR 2025)☆18Mar 31, 2026Updated 3 months ago
- [CVPR 2026 Oral] FINER: MLLMs Hallucinate under Fine-grained Negative Queries☆17Jul 6, 2026Updated 2 weeks ago
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucination☆21Jan 27, 2025Updated last year
- [NeurIPS 2025] AVCD: Mitigating Hallucinations in Audio-Visual Large Language Models through Contrastive Decoding☆27Nov 3, 2025Updated 8 months ago
- Deep Safe Multi-view Clustering: Reducing the Risk of Clustering Performance Degradation Caused by View Increase☆13Jul 4, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Delving into the Continuous Domain Adaptation (ACM MM22)☆12Jul 10, 2022Updated 4 years ago
- This repository contains the code used for the experiments in the paper "Language Models use Lookbacks to Track Beliefs".☆16Mar 14, 2026Updated 4 months ago
- Deep Safe Incomplete Multi-view Clustering: Theorem and Algorithm☆23May 6, 2023Updated 3 years ago
- [ICLR 26] Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow☆44Oct 3, 2025Updated 9 months ago
- Official code for **Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity** (PruneSI…☆14Mar 25, 2026Updated 3 months ago
- 🚲 Code and benchmark for our COLM 2025 paper - "Thought Tracing: Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models"☆15Aug 8, 2025Updated 11 months ago
- a library of works related to Large Language Models (LLMs) based Agent Hallucination☆59Oct 30, 2025Updated 8 months ago
- ☆16May 15, 2025Updated last year
- [ICLR 2026] AgilePruner: An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models☆28Mar 3, 2026Updated 4 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.
- About PyTorch implementation for ‘’Robust Multi-View Clustering with Noisy Correspondence‘’ (TKDE 2024)☆11Aug 2, 2024Updated last year
- Official code for paper "Reasoning Fails Where Step Flow Breaks" (ACL 2026)☆18Apr 19, 2026Updated 3 months ago
- ☆13Mar 7, 2025Updated last year
- [ICLR 2026 Oral] 🎉Hallucination Begins Where Saliency Drops☆65Feb 12, 2026Updated 5 months ago
- ☆50Feb 18, 2026Updated 5 months ago
- ☆18Aug 7, 2025Updated 11 months ago
- [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
- [ICML 2025] Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning☆15Jul 14, 2025Updated last year
- A collection of papers in fairness of medical image analysis☆13Jun 16, 2023Updated 3 years 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.
- Official PyTorch Implementation.☆14Mar 30, 2026Updated 3 months ago
- AvatarShield: Visual Reinforcement Learning for Human-Centric Video Forgery Detection☆23Jun 3, 2025Updated last year
- [ICLR 2025] Code for Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models☆26Apr 14, 2025Updated last year
- [ECCV 2026] VKnowU: Evaluating Visual Knowledge Understanding in Multimodal LLMs☆15Feb 3, 2026Updated 5 months ago
- [CVPR 2025 Workshop] PAINT (Paying Attention to INformed Tokens) is a plug-and-play framework that intervenes in the self-attention of th…☆20Updated this week
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆60Dec 18, 2024Updated last year
- Self-supervised adversarial masking for point clouds☆11Jul 12, 2023Updated 3 years ago
- [NeurIPS 2025] Official Implementation for Learning to Steer: Input-dependent Steering for Multimodal LLMs☆19Dec 14, 2025Updated 7 months ago
- Official PyTorch implementation of "LPOI: Listwise Preference Optimization for Vision Language Models" (ACL 2025 Main)☆16Jun 19, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ACM MM 2024] Pytorch Code for the paper "Robust Variational Contrastive Learning for Partially View-unaligned Clustering"☆17Feb 7, 2026Updated 5 months ago
- [NeurIPS 2025 🔥] Official implementation for "Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retenti…☆66Mar 5, 2026Updated 4 months ago
- ☆17Jun 25, 2025Updated last year
- [ICLR25] Official Implementation of "Decoupling Angles and Strength in Low-rank Adaptation"☆15Dec 12, 2025Updated 7 months ago
- Official implementation of the paper “Endowing Vision-Language Models with System 2 Thinking for Fine-Grained Visual Recognition,” AAAI 2…☆44Jan 30, 2026Updated 5 months ago
- Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering☆29Jul 1, 2024Updated 2 years ago
- [AAAI 2025] Official Implementation of I-HallA v1.0☆16Feb 2, 2025Updated last year