NUS-HPC-AI-Lab / Dynamic-Tuning
The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"
☆36Updated last month
Related projects ⓘ
Alternatives and complementary repositories for Dynamic-Tuning
- [ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.☆64Updated last year
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆94Updated 6 months ago
- Official PyTorch implementation of Which Tokens to Use? Investigating Token Reduction in Vision Transformers presented at ICCV 2023 NIVT …☆31Updated last year
- [NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".☆173Updated last year
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆80Updated 8 months ago
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆78Updated 8 months ago
- Code for "DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets", accepted at Neurips 2023 (Main confer…☆22Updated 7 months ago
- [ICCV 23]An approach to enhance the efficiency of Vision Transformer (ViT) by concurrently employing token pruning and token merging tech…☆89Updated last year
- ☆101Updated 8 months ago
- [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers.☆26Updated last year
- This is a repo to track the latest autoregressive visual generation papers.☆50Updated this week
- ☆23Updated 3 months ago
- Adapting LLaMA Decoder to Vision Transformer☆27Updated 6 months ago
- The official implementation of "Adapter is All You Need for Tuning Visual Tasks".☆72Updated 2 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆100Updated 6 months ago
- This repository is the official implementation of our Autoregressive Pretraining with Mamba in Vision☆64Updated 5 months ago
- Code release for Deep Incubation (https://arxiv.org/abs/2212.04129)☆91Updated last year
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆171Updated last year
- The official implementation of 《MLLMs-Augmented Visual-Language Representation Learning》☆31Updated 8 months ago
- Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023☆76Updated 10 months ago
- [ICLR2024] Exploring Target Representations for Masked Autoencoders☆51Updated 10 months ago
- [NeurIPS2023] Parameter-efficient Tuning of Large-scale Multimodal Foundation Model☆83Updated 11 months ago
- ☆75Updated last year
- A paper list of some recent works about Token Compress for Vit and VLM☆149Updated this week
- Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" proposed by Pekin…☆55Updated last month
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆35Updated 3 weeks ago
- Distilling Large Vision-Language Model with Out-of-Distribution Generalizability (ICCV 2023)☆54Updated 7 months ago
- Dataset pruning for ImageNet and LAION-2B.☆69Updated 4 months ago
- [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"☆99Updated last year
- ☆34Updated last month