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    16 repositories

    • TResNet

      Public
      Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)
      architectureimagenetaccuracymulti-label-classificationtresnet
      Python
      •
      Apache License 2.0
      •63•471•2•3•Updated Dec 10, 2024Dec 10, 2024

    • ASL

      Public
      Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
      detectionclassificationmulti-label-classificationloss
      Python
      •
      MIT License
      •102•737•19•1•Updated Aug 4, 2023Aug 4, 2023

    • AudioClassfication

      Public
      Python
      •
      MIT License
      •14•80•1•0•Updated May 27, 2023May 27, 2023

    • ML_Decoder

      Public
      Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)
      Python
      •
      MIT License
      •54•323•26•1•Updated Jan 20, 2023Jan 20, 2023

    • ImageNet21K

      Public
      Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
      mixermulti-label-classificationdownstreampretrainingvision-transformerimagenet21ksemantic-softmaxsingle-label
      Python
      •
      MIT License
      •71•742•17•0•Updated Jan 11, 2023Jan 11, 2023

    • Solving_ImageNet

      Public
      Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)
      Python
      •
      Apache License 2.0
      •19•192•2•0•Updated Jan 11, 2023Jan 11, 2023

    • HardCoReNAS

      Public
      Python
      •
      MIT License
      •5•35•3•0•Updated Aug 23, 2022Aug 23, 2022

    • STAM

      Public
      Official implementation of "An Image is Worth 16x16 Words, What is a Video Worth?" (2021 paper)
      Python
      •
      Apache License 2.0
      •31•219•6•0•Updated Aug 23, 2022Aug 23, 2022

    • ZS_SDL

      Public
      Official Pytorch Implementation of: "Semantic Diversity Learning for Zero-Shot Multi-label Classification"(ICCV, 2021) paper
      multi-label-classificationzero-shot-learningimage-text-search
      Python
      •
      MIT License
      •8•30•2•0•Updated Aug 23, 2022Aug 23, 2022

    • PETA

      Public
      Official Pytorch Implementation of "PETA: Photo Albums Event Recognition using Transformers Attention" (2021)
      Python
      •4•19•4•0•Updated Aug 23, 2022Aug 23, 2022

    • CobBO

      Public
      Coordinate Backoff Bayesian Optimization
      Python
      •
      MIT License
      •4•9•0•1•Updated Aug 23, 2022Aug 23, 2022

    • PartialLabelingCSL

      Public
      Official implementation for the paper: "Multi-label Classification with Partial Annotations using Class-aware Selective Loss"
      Python
      •
      MIT License
      •19•131•9•1•Updated Aug 23, 2022Aug 23, 2022

    • BINAS

      Public
      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.
      Python
      •
      MIT License
      •1•3•0•0•Updated Aug 23, 2022Aug 23, 2022

    • HeadSharingKD

      Public
      Implementation of the paper "It's All in the Head: Representation Knowledge Distillation through Classifier Sharing"
      Python
      •
      BSD 2-Clause "Simplified" License
      •3•35•1•0•Updated Aug 23, 2022Aug 23, 2022

    • alibaba-miil.github.io

      Public
      Curated list of miil papers
      paper
      5•7•0•0•Updated Aug 23, 2022Aug 23, 2022

    • knapsack_pruning

      Public
      Python
      •
      Apache License 2.0
      •3•3•0•0•Updated Aug 23, 2022Aug 23, 2022