ziplab / SPViT
[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.
☆107Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for SPViT
- Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"☆62Updated 2 years ago
- Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer☆69Updated 2 years ago
- Official Implementation of the detection self-distillation framework LGD.☆53Updated 2 years ago
- MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens (CVPR 2022)☆81Updated 2 years ago
- Official Pytorch implementation of Super Vision Transformer (IJCV)☆42Updated last year
- ☆108Updated 3 years ago
- Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)☆94Updated 6 months ago
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆71Updated last year
- [ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"☆31Updated 2 years ago
- [CVPR-22] This is the official implementation of the paper "Adavit: Adaptive vision transformers for efficient image recognition".☆49Updated 2 years ago
- S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)☆63Updated 3 years ago
- HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)☆139Updated 3 years ago
- Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.☆65Updated last year
- [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"☆92Updated 2 years ago
- [ECCV 2022] EdgeViT: Competing Light-weight CNNs on Mobile Devices with Vision Transformers☆100Updated last year
- RF-Next: Efficient Receptive Field Search for CNN(TPAMI2022, CVPR2021) Try it, you wouldn't regret it!☆63Updated last year
- Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation, ECCV 2020 Oral☆66Updated 4 years ago
- Implementation of Hire-MLP: Vision MLP via Hierarchical Rearrangement and An Image Patch is a Wave: Phase-Aware Vision MLP.☆33Updated 2 years ago
- This is the official implementation of the paper "Instance-conditional Knowledge Distillation for Object Detection", based on MegEngine a…☆57Updated 2 years ago
- PyTorch implementation of SSQL (Accepted to ECCV2022 oral presentation)☆75Updated last year
- ☆42Updated 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
- [ICLR'22] This is an official implementation for "AS-MLP: An Axial Shifted MLP Architecture for Vision".☆124Updated 2 years ago
- (CVPR 2021, Oral) Dynamic Slimmable Network☆228Updated 2 years ago
- Distilling Object Detectors with Feature Richness☆43Updated 2 years ago
- ☆24Updated 2 years ago
- [CVPR 2021]OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection☆44Updated 9 months ago
- Offical Code for Paper "Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation"☆16Updated 2 years ago
- ☆75Updated 2 years ago
- ☆191Updated 3 years ago