Pinned Repositories
AnchorNet
[ICME-2022] Official implementations of Localizing Semantic Patches for Accelerating Image Classification
CIRKD
[CVPR-2022] Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation and implementations on Cityscapes, ADE20K, COCO-Stuff., Pascal VOC and CamVid.
CLIP-KD
[CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation
HCGNet
[AAAI-2020] Official implementations of HCGNets: Gated Convolutional Networks with Hybrid Connectivity for Image Classification
HSAKD
[IJCAI-2021&&TNNLS-2022] Official implementation of Hierarchical Self-supervised Augmented Knowledge Distillation
L-MCL
[TPAMI-2023] Official implementations of L-MCL: Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition
MCL
[AAAI-2022 Oral] Official implementations of MCL: Mutual Contrastive Learning for Visual Representation Learning
MCL-OKD
[ICASSP-2021] Official implementations of Multi-View Contrastive Learning for Online Knowledge Distillation (MCL-OKD)
Self-KD-Lib
[ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of some Self-Knowledge Distillation and data augmentation methods
winycg.github.io
My Homepage
winycg's Repositories
winycg/CIRKD
[CVPR-2022] Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation and implementations on Cityscapes, ADE20K, COCO-Stuff., Pascal VOC and CamVid.
winycg/Self-KD-Lib
[ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of some Self-Knowledge Distillation and data augmentation methods
winycg/MCL
[AAAI-2022 Oral] Official implementations of MCL: Mutual Contrastive Learning for Visual Representation Learning
winycg/HSAKD
[IJCAI-2021&&TNNLS-2022] Official implementation of Hierarchical Self-supervised Augmented Knowledge Distillation
winycg/HCGNet
[AAAI-2020] Official implementations of HCGNets: Gated Convolutional Networks with Hybrid Connectivity for Image Classification
winycg/CLIP-KD
[CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation
winycg/MCL-OKD
[ICASSP-2021] Official implementations of Multi-View Contrastive Learning for Online Knowledge Distillation (MCL-OKD)
winycg/L-MCL
[TPAMI-2023] Official implementations of L-MCL: Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition
winycg/AnchorNet
[ICME-2022] Official implementations of Localizing Semantic Patches for Accelerating Image Classification
winycg/winycg.github.io
My Homepage
winycg/awesome-knowledge-distillation-1
Awesome Knowledge Distillation
winycg/Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
winycg/detection
detection
winycg/fine-grained
fine-grained classification
winycg/PGMPF
[AAAI-2022] Official implementation of Prior Gradient Mask Guided Pruning-aware Fine-tuning
winycg/pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
winycg/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
winycg/SegFormer
Official PyTorch implementation of SegFormer