VITA-Group / AsViT
[ICLR 2022] "As-ViT: Auto-scaling Vision Transformers without Training" by Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wang, Denny Zhou
☆76Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for AsViT
- code for NASViT☆66Updated 2 years ago
- [ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Li…☆48Updated 11 months ago
- [NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang…☆90Updated 11 months ago
- Code for ViTAS_Vision Transformer Architecture Search☆51Updated 3 years ago
- ☆56Updated 3 years ago
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"☆66Updated 2 years ago
- (CVPR 2022) Automated Progressive Learning for Efficient Training of Vision Transformers☆25Updated 2 years ago
- This is the official PyTorch implementation for "Mesa: A Memory-saving Training Framework for Transformers".☆118Updated 2 years ago
- [ICLR'23] Trainability Preserving Neural Pruning (PyTorch)☆31Updated last year
- This is a offical PyTorch/GPU implementation of SupMAE.☆77Updated 2 years ago
- [Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Prunin…☆40Updated last year
- Learning Versatile Neural Architectures by Propagating Network Codes☆38Updated last year
- Code and models for the paper Glance-and-Gaze Vision Transformer☆28Updated 3 years ago
- Cyclic Differentiable Architecture Search☆35Updated 2 years ago
- [NeurIPS'22] What Makes a "Good" Data Augmentation in Knowledge Distillation -- A Statistical Perspective☆36Updated last year
- Official Pytorch implementation of Super Vision Transformer (IJCV)☆42Updated last year
- [CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jon…☆68Updated last year
- Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer☆69Updated 2 years ago
- ☆50Updated last year
- Benchmarking Attention Mechanism in Vision Transformers.☆16Updated 2 years ago
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆69Updated 2 years ago
- UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning☆53Updated 3 years ago
- PyTorch implementation of SSQL (Accepted to ECCV2022 oral presentation)☆75Updated last year
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆103Updated 3 years ago
- ImageNet-12k subset of ImageNet-21k (fall11)☆20Updated last year
- code release of research paper "Exploring Long-Sequence Masked Autoencoders"☆99Updated 2 years ago
- Official Pytorch implementation for Distilling Image Classifiers in Object detection (NeurIPS2021)☆30Updated 2 years ago
- [NeurIPS 2021] ORL: Unsupervised Object-Level Representation Learning from Scene Images☆58Updated 2 years ago
- ☆73Updated last year