Pinned Repositories
ASL
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
AudioClassfication
HardCoReNAS
HeadSharingKD
Implementation of the paper "It's All in the Head: Representation Knowledge Distillation through Classifier Sharing"
ImageNet21K
Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
ML_Decoder
Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)
PartialLabelingCSL
Official implementation for the paper: "Multi-label Classification with Partial Annotations using Class-aware Selective Loss"
Solving_ImageNet
Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)
STAM
Official implementation of "An Image is Worth 16x16 Words, What is a Video Worth?" (2021 paper)
TResNet
Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)
Alibaba-MIIL's Repositories
Alibaba-MIIL/ImageNet21K
Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
Alibaba-MIIL/ASL
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
Alibaba-MIIL/TResNet
Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)
Alibaba-MIIL/ML_Decoder
Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)
Alibaba-MIIL/STAM
Official implementation of "An Image is Worth 16x16 Words, What is a Video Worth?" (2021 paper)
Alibaba-MIIL/Solving_ImageNet
Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)
Alibaba-MIIL/PartialLabelingCSL
Official implementation for the paper: "Multi-label Classification with Partial Annotations using Class-aware Selective Loss"
Alibaba-MIIL/AudioClassfication
Alibaba-MIIL/HeadSharingKD
Implementation of the paper "It's All in the Head: Representation Knowledge Distillation through Classifier Sharing"
Alibaba-MIIL/HardCoReNAS
Alibaba-MIIL/ZS_SDL
Official Pytorch Implementation of: "Semantic Diversity Learning for Zero-Shot Multi-label Classification"(ICCV, 2021) paper
Alibaba-MIIL/PETA
Official Pytorch Implementation of "PETA: Photo Albums Event Recognition using Transformers Attention" (2021)
Alibaba-MIIL/CobBO
Coordinate Backoff Bayesian Optimization
Alibaba-MIIL/alibaba-miil.github.io
Curated list of miil papers
Alibaba-MIIL/BINAS
Constructing interpretable bilinear accuracy predictors to serve as an objective function for an IQCQP problem that represents NAS under latency constraints and solve it with efficient algorithms.
Alibaba-MIIL/knapsack_pruning