ASL
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paperImageNet21K
Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paperTResNet
Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)ML_Decoder
Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)STAM
Official implementation of "An Image is Worth 16x16 Words, What is a Video Worth?" (2021 paper)Solving_ImageNet
Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)PartialLabelingCSL
Official implementation for the paper: "Multi-label Classification with Partial Annotations using Class-aware Selective Loss"AudioClassfication
HardCoReNAS
HeadSharingKD
Implementation of the paper "It's All in the Head: Representation Knowledge Distillation through Classifier Sharing"ZS_SDL
Official Pytorch Implementation of: "Semantic Diversity Learning for Zero-Shot Multi-label Classification"(ICCV, 2021) paperPETA
Official Pytorch Implementation of "PETA: Photo Albums Event Recognition using Transformers Attention" (2021)CobBO
Coordinate Backoff Bayesian Optimizationalibaba-miil.github.io
Curated list of miil papersknapsack_pruning
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.Love Open Source and this site? Check out how you can help us