MPSC-UMBC / Efficient-Vision-Language-Models-A-SurveyLinks
[2025] Efficient Vision Language Models: A Survey
☆46Updated 6 months ago
Alternatives and similar repositories for Efficient-Vision-Language-Models-A-Survey
Users that are interested in Efficient-Vision-Language-Models-A-Survey are comparing it to the libraries listed below
Sorting:
- [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.☆75Updated 2 years ago
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆142Updated 5 months ago
- The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"☆52Updated last year
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆37Updated last year
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆89Updated last year
- The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)☆69Updated 6 months ago
- Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.☆104Updated 7 months ago
- CLIP-MoE: Mixture of Experts for CLIP☆55Updated last year
- Official Pytorch implementation of Dynamic-Token-Pruning (ICCV2023)☆21Updated 2 years ago
- a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarity☆42Updated 8 months ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆84Updated last year
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆109Updated 2 months ago
- ☆34Updated 2 years ago
- [CVPR 2025] PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models☆55Updated 4 months ago
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆198Updated 2 years ago
- [CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"☆69Updated last year
- cliptrase☆47Updated last year
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "Sp…☆231Updated last month
- ☆30Updated last year
- ☆29Updated 11 months ago
- [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning☆50Updated last year
- [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers☆34Updated last year
- Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023☆94Updated 2 years ago
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆53Updated last year
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆97Updated 2 months ago
- [ICCV 2025] Official code for paper: Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs☆66Updated 6 months ago
- [AAAI 2025] PAT: Pruning-Aware Tuning for Large Language Models☆36Updated 11 months ago
- ☆93Updated 2 years ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆87Updated 11 months ago
- [CVPR 2024] The official pytorch implementation of "A General and Efficient Training for Transformer via Token Expansion".☆47Updated last year