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    67 repositories

    • PIDNet

      Public
      This is the official repository for our recent work: PIDNet
      Python
      •
      MIT License
      •116•0•0•0•Updated Jun 25, 2022Jun 25, 2022

    • DIF-SR

      Public
      Python
      •
      Apache License 2.0
      •23•0•0•0•Updated Jun 8, 2022Jun 8, 2022

    • CTGAN

      Public
      Conditional GAN for generating synthetic tabular data.
      Python
      •
      MIT License
      •302•0•0•0•Updated Jun 6, 2022Jun 6, 2022

    • GLCN-tf

      Public
      Graph Learning Convolution Network
      Python
      •10•0•0•0•Updated May 24, 2022May 24, 2022

    • score_inverse_problems

      Public
      Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"
      Python
      •26•0•0•0•Updated May 16, 2022May 16, 2022

    • OptimalTransportModeling

      Public
      The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.
      Jupyter Notebook
      •9•0•0•0•Updated May 3, 2022May 3, 2022

    • FairGAN

      Public
      FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback
      Python
      •
      Apache License 2.0
      •7•0•0•0•Updated Apr 30, 2022Apr 30, 2022

    • GS-WGAN

      Public
      Official implementation of "GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators" (NeurIPS 2020)
      Python
      •
      MIT License
      •21•0•0•0•Updated Apr 22, 2022Apr 22, 2022

    • autodp

      Public
      autodp: A flexible and easy-to-use package for differential privacy
      Jupyter Notebook
      •
      Apache License 2.0
      •53•0•0•0•Updated Apr 21, 2022Apr 21, 2022

    • score_sde_pytorch

      Public
      PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
      Jupyter Notebook
      •
      Apache License 2.0
      •327•0•0•0•Updated Apr 20, 2022Apr 20, 2022

    • thanos-code

      Public
      Code release for the paper Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning
      Python
      •
      Apache License 2.0
      •3•0•0•0•Updated Apr 19, 2022Apr 19, 2022

    • Beyond-ImageNet-Attack

      Public
      Beyond imagenet attack (accepted by ICLR 2022) towards crafting adversarial examples for black-box domains.
      Python
      •
      MIT License
      •8•0•0•0•Updated Apr 13, 2022Apr 13, 2022

    • DisenCDR

      Public
      [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation
      Python
      •
      MIT License
      •6•0•0•0•Updated Apr 8, 2022Apr 8, 2022

    • NCL

      Public
      [WWW22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".
      Python
      •20•0•0•0•Updated Apr 6, 2022Apr 6, 2022

    • Differentially-Private-Deep-Learning

      Public
      This repo implements several algorithms for learning with differential privacy.
      Python
      •21•0•0•0•Updated Apr 6, 2022Apr 6, 2022

    • COPA

      Public
      [ICLR 2022] COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks
      1•0•0•0•Updated Apr 5, 2022Apr 5, 2022

    • opacus

      Public
      Training PyTorch models with differential privacy
      Jupyter Notebook
      •
      Apache License 2.0
      •355•0•0•0•Updated Apr 5, 2022Apr 5, 2022

    • GTN-SIGIR2022

      Public
      Graph Trend Filtering Networks for Recommendations, SIGIR'2022
      Python
      •
      MIT License
      •5•0•0•0•Updated Apr 5, 2022Apr 5, 2022

    • BalancedMSE

      Public
      [CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression
      Python
      •
      MIT License
      •34•0•0•0•Updated Mar 31, 2022Mar 31, 2022

    • LAS-AT

      Public
      Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)
      Python
      •10•0•0•0•Updated Mar 30, 2022Mar 30, 2022

    • CDRIB

      Public
      [ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck
      Python
      •
      MIT License
      •7•0•0•0•Updated Mar 25, 2022Mar 25, 2022

    • federated

      Public
      A collection of Google research projects related to Federated Learning and Federated Analytics.
      Python
      •
      Apache License 2.0
      •199•0•0•0•Updated Mar 25, 2022Mar 25, 2022

    • ReMoS_artifact

      Public
      Python
      •
      MIT License
      •4•0•0•0•Updated Mar 14, 2022Mar 14, 2022

    • CausPref

      Public
      Code of paper "CAUSPref: Causal Preference Learning for Out-of-Distribution Recommendation" (the WebConf22)
      1•0•0•0•Updated Mar 11, 2022Mar 11, 2022

    • HRec

      Public
      Heterogeneous Recommendation
      Python
      •
      MIT License
      •3•0•0•0•Updated Mar 6, 2022Mar 6, 2022

    • AEVA-Blackbox-Backdoor-Detection-main

      Public
      Python
      •5•0•0•0•Updated Mar 5, 2022Mar 5, 2022

    • RoHe

      Public
      Python
      •6•0•0•0•Updated Mar 2, 2022Mar 2, 2022

    • Efficient-FedRec

      Public
      Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation
      Python
      •
      MIT License
      •12•0•0•0•Updated Feb 24, 2022Feb 24, 2022

    • ESCOFILT_review

      Public
      Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering (ACL 2021)
      Jupyter Notebook
      •3•0•0•0•Updated Feb 17, 2022Feb 17, 2022

    • BigGAN-PyTorch

      Public
      The author's officially unofficial PyTorch BigGAN implementation.
      Python
      •
      MIT License
      •481•0•0•0•Updated Feb 14, 2022Feb 14, 2022