hunto / image_classification_sota
Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.
☆82Updated last year
Alternatives and similar repositories for image_classification_sota:
Users that are interested in image_classification_sota are comparing it to the libraries listed below
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆74Updated last year
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆143Updated 2 years ago
- Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"☆139Updated 2 years ago
- Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.☆68Updated 2 years ago
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆121Updated last year
- Official implementation for paper "DyRep: Bootstrapping Training with Dynamic Re-parameterization", CVPR 2022☆43Updated 2 years ago
- CVPR 2022 "Online Convolutional Re-parameterization"☆176Updated 3 years ago
- [ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of…☆106Updated 2 years ago
- [ECCV 2022] EdgeViT: Competing Light-weight CNNs on Mobile Devices with Vision Transformers☆107Updated 2 years ago
- ☆26Updated last year
- (AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"☆103Updated last year
- Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation. NeurIPS 2022.☆32Updated 2 years ago
- Code and models for mobile-former☆123Updated 2 years ago
- CMT Pytorch implementation of our CVPR 2022 paper CMT: Convolutional Neural Networks Meet Vision Transformers (https://arxiv.org/pdf/2107…☆97Updated 2 years ago
- [ICLR'22] This is an official implementation for "AS-MLP: An Axial Shifted MLP Architecture for Vision".☆126Updated 2 years ago
- This is code of paper "ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer"☆26Updated last year
- [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"☆96Updated 2 years ago
- Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)☆101Updated 11 months ago
- The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://ope…☆37Updated 2 years ago
- The official implementation of LumiNet: The Bright Side of Perceptual Knowledge Distillation https://arxiv.org/abs/2310.03669☆19Updated last year
- ☆176Updated 3 months ago
- ☆57Updated 2 years ago
- ☆65Updated 2 years ago
- [ICLR 2024 poster] Efficient Modulation for Vision Networks☆52Updated 9 months ago
- [ECCV 2024] Isomorphic Pruning for Vision Models☆66Updated 9 months ago
- Official Pytorch implementation of Super Vision Transformer (IJCV)☆43Updated last year
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆228Updated last year
- The official implementation of ELSA: Enhanced Local Self-Attention for Vision Transformer☆116Updated last year
- ☆46Updated 2 years ago
- CVPR 2023, Class Attention Transfer Based Knowledge Distillation☆43Updated last year