MajorDavidZhang / MCLLinks
code for Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning
☆18Updated last year
Alternatives and similar repositories for MCL
Users that are interested in MCL are comparing it to the libraries listed below
Sorting:
- CLIP-MoE: Mixture of Experts for CLIP☆49Updated last year
- [NeurIPS 2025] Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO☆60Updated this week
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last week
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated 11 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆77Updated last month
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆48Updated last year
- (ICLR 2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆42Updated 4 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆49Updated 3 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆54Updated last year
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 6 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 8 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆118Updated last month
- VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection☆19Updated 5 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆95Updated last month
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆47Updated 11 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆44Updated 4 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆94Updated 2 months ago
- ☆25Updated 3 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆88Updated last year
- ☆21Updated 6 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 4 months ago
- Official repo for "AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability"☆33Updated last year
- [NeurIPS25 Spotlight] EMPO, A Fully Unsupervised RLVR Method☆71Updated this week
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆50Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 3 months ago
- ☆22Updated 5 months ago
- [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…☆41Updated 6 months ago
- ☆57Updated 3 months ago
- Code and data for paper "Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation".☆22Updated last week