MajorDavidZhang / MCLLinks
code for Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning
☆20Updated 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☆55Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆88Updated 4 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆52Updated last year
- (ICLR 2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆48Updated 7 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆57Updated last year
- VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection☆21Updated 8 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆85Updated last year
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 9 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆113Updated this week
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆84Updated 3 months ago
- [NeurIPS 2025] Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO☆78Updated 3 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆45Updated 7 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆62Updated last year
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆104Updated 4 months ago
- Official implement of MIA-DPO☆70Updated last year
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆47Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆52Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆134Updated 4 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆69Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆77Updated 6 months ago
- Preference Learning for LLaVA☆59Updated last year
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆52Updated 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 11 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆60Updated last year
- (ICLR 2025 Spotlight) Official code repository for Interleaved Scene Graph.☆31Updated 6 months ago
- ☆18Updated last year
- ☆37Updated last year
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆60Updated last year
- ☆46Updated last year
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆66Updated 7 months ago