Alibaba-MIIL

ImageNet21K

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

ASL

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper

TResNet

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) paper

PETA

Official Pytorch Implementation of "PETA: Photo Albums Event Recognition using Transformers Attention" (2021)

CobBO

Coordinate Backoff Bayesian Optimization

alibaba-miil.github.io

Curated list of miil papers

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.

knapsack_pruning