jie040109 / MLAELinks
The official PyTorch implementation of the paper "MLAE: Masked LoRA Experts for Visual Parameter-Efficient Fine-Tuning"
☆28Updated 9 months ago
Alternatives and similar repositories for MLAE
Users that are interested in MLAE are comparing it to the libraries listed below
Sorting:
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆72Updated 3 months ago
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆102Updated 10 months ago
- [NeurIPS 2024] MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models☆70Updated 3 months ago
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆49Updated 7 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 2 months ago
- Adapting LLaMA Decoder to Vision Transformer☆30Updated last year
- The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)☆61Updated 2 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆45Updated 6 months ago
- Recent Advances on MLLM's Reasoning Ability☆25Updated 4 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆79Updated last year
- ☆54Updated 4 months ago
- Official implementation of "Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology"☆60Updated last month
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆61Updated last week
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆67Updated last month
- ☆99Updated 5 months ago
- CLIP-MoE: Mixture of Experts for CLIP☆46Updated 10 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆192Updated last month
- [ICCV 2025] Official code for paper: Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs☆26Updated 2 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆143Updated 2 months ago
- ☆13Updated 10 months ago
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆90Updated 10 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆99Updated 8 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 9 months ago
- AdaMoLE: Adaptive Mixture of LoRA Experts☆36Updated 10 months ago
- ☆20Updated 10 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆64Updated 7 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆189Updated 2 months ago
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆83Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆145Updated last month
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆44Updated 8 months ago