ziplab / SN-Net
[CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".
☆244Updated last year
Related projects ⓘ
Alternatives and complementary repositories for SN-Net
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆217Updated last year
- [ICCV 23]An approach to enhance the efficiency of Vision Transformer (ViT) by concurrently employing token pruning and token merging tech…☆89Updated last year
- Official Code of Paper "Reversible Column Networks" "RevColv2"☆250Updated last year
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆97Updated 7 months ago
- 1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundatio…☆209Updated 3 months ago
- ImageNet-1K data download, processing for using as a dataset☆65Updated last year
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆138Updated last year
- This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."☆221Updated last year
- Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"☆137Updated 2 years ago
- [CVPR 2023] This repository includes the official implementation our paper "Masked Autoencoders Enable Efficient Knowledge Distillers"☆99Updated last year
- Official code for paper "On the Connection between Local Attention and Dynamic Depth-wise Convolution" ICLR 2022 Spotlight☆183Updated 2 years ago
- This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"☆193Updated last year
- Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"☆115Updated last year
- Python code for ICLR 2022 spotlight paper EViT: Expediting Vision Transformers via Token Reorganizations☆172Updated last year
- ☆75Updated last year
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"☆254Updated last year
- Official PyTorch implementation of A-ViT: Adaptive Tokens for Efficient Vision Transformer (CVPR 2022)☆149Updated 2 years ago
- [NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".☆173Updated last year
- [CVPR-22] This is the official implementation of the paper "Adavit: Adaptive vision transformers for efficient image recognition".☆49Updated 2 years ago
- A library for calculating the FLOPs in the forward() process based on torch.fx☆81Updated 2 months ago
- Lossless Training Speed Up by Unbiased Dynamic Data Pruning☆318Updated 2 months ago
- [NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"☆329Updated 2 years ago
- [NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions☆60Updated 6 months ago
- ☆82Updated last year
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆71Updated last year
- Code and models for mobile-former☆119Updated 2 years ago
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆171Updated last year
- Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023☆76Updated 10 months ago
- Official MegEngine implementation of RepLKNet☆268Updated 2 years ago
- ☆101Updated 8 months ago