| Supervised Contrastive Learning | Apr 23, 2020 | Class Incremental LearningContrastive Learning | CodeCode Available | 2 |
| Multi-Domain Learning and Identity Mining for Vehicle Re-Identification | Apr 22, 2020 | ClusteringRe-Ranking | CodeCode Available | 2 |
| Deep Learning for Time Series Forecasting: Tutorial and Literature Survey | Apr 21, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 2 |
| MPNet: Masked and Permuted Pre-training for Language Understanding | Apr 20, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction | Apr 19, 2020 | Deep LearningDrug Discovery | CodeCode Available | 2 |
| ktrain: A Low-Code Library for Augmented Machine Learning | Apr 19, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| A Prescription of Methodological Guidelines for Comparing Bio-inspired Optimization Algorithms | Apr 19, 2020 | Fairness | CodeCode Available | 2 |
| CausalVAE: Structured Causal Disentanglement in Variational Autoencoder | Apr 18, 2020 | counterfactualDisentanglement | CodeCode Available | 2 |
| TensorOpt: Exploring the Tradeoffs in Distributed DNN Training with Auto-Parallelism | Apr 16, 2020 | | CodeCode Available | 2 |
| Cross-lingual Contextualized Topic Models with Zero-shot Learning | Apr 16, 2020 | Topic ModelsTransfer Learning | CodeCode Available | 2 |
| D4RL: Datasets for Deep Data-Driven Reinforcement Learning | Apr 15, 2020 | D4RLOffline RL | CodeCode Available | 2 |
| RoboTHOR: An Open Simulation-to-Real Embodied AI Platform | Apr 14, 2020 | | CodeCode Available | 2 |
| CLUE: A Chinese Language Understanding Evaluation Benchmark | Apr 13, 2020 | General ClassificationMachine Reading Comprehension | CodeCode Available | 2 |
| Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks | Apr 13, 2020 | Knowledge DistillationModel Compression | CodeCode Available | 2 |
| Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks | Apr 13, 2020 | Cross-Modal RetrievalImage Captioning | CodeCode Available | 2 |
| Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small data | Apr 11, 2020 | Small Data Image ClassificationTransfer Learning | CodeCode Available | 2 |
| Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs? | Apr 10, 2020 | General ClassificationOpen-Ended Question Answering | CodeCode Available | 2 |
| Adversarial Latent Autoencoders | Apr 9, 2020 | DisentanglementImage Generation | CodeCode Available | 2 |
| X3D: Expanding Architectures for Efficient Video Recognition | Apr 9, 2020 | Action Classificationfeature selection | CodeCode Available | 2 |
| Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence | Apr 8, 2020 | Sentence EmbeddingsTopic Models | CodeCode Available | 2 |
| Geomstats: A Python Package for Riemannian Geometry in Machine Learning | Apr 7, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 2 |
| Lossless Image Compression through Super-Resolution | Apr 6, 2020 | Image CompressionSuper-Resolution | CodeCode Available | 2 |
| GANSpace: Discovering Interpretable GAN Controls | Apr 6, 2020 | Image Generation | CodeCode Available | 2 |
| Speaker-change Aware CRF for Dialogue Act Classification | Apr 6, 2020 | ClassificationDialogue Act Classification | CodeCode Available | 2 |
| BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation | Apr 5, 2020 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 2 |
| BAE: BERT-based Adversarial Examples for Text Classification | Apr 4, 2020 | Adversarial AttackAdversarial Text | CodeCode Available | 2 |
| Tracking Objects as Points | Apr 2, 2020 | Multi-Object TrackingMultiple Object Tracking | CodeCode Available | 2 |
| Learning to See Through Obstructions | Apr 2, 2020 | Optical Flow EstimationReflection Removal | CodeCode Available | 2 |
| Background Matting: The World is Your Green Screen | Apr 1, 2020 | Image Matting | CodeCode Available | 2 |
| Binary Neural Networks: A Survey | Mar 31, 2020 | Binarizationimage-classification | CodeCode Available | 2 |
| Adaptive Personalized Federated Learning | Mar 30, 2020 | Bilevel OptimizationFederated Learning | CodeCode Available | 2 |
| Omni-sourced Webly-supervised Learning for Video Recognition | Mar 29, 2020 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| CNN-based Density Estimation and Crowd Counting: A Survey | Mar 28, 2020 | Crowd CountingDensity Estimation | CodeCode Available | 2 |
| Learning Implicit Surface Light Fields | Mar 27, 2020 | 3D ReconstructionImage Generation | CodeCode Available | 2 |
| Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization. The Journal of Financial Data Science | Mar 26, 2020 | ArticlesAsset Management | CodeCode Available | 2 |
| Fiber: A Platform for Efficient Development and Distributed Training for Reinforcement Learning and Population-Based Methods | Mar 25, 2020 | Distributed ComputingReinforcement Learning | CodeCode Available | 2 |
| PyMatting: A Python Library for Alpha Matting | Mar 25, 2020 | Image Matting | CodeCode Available | 2 |
| COVID-19 Image Data Collection | Mar 25, 2020 | COVID-19 Diagnosis | CodeCode Available | 2 |
| Atlas: End-to-End 3D Scene Reconstruction from Posed Images | Mar 23, 2020 | 3D Reconstruction3D Scene Reconstruction | CodeCode Available | 2 |
| SOLOv2: Dynamic and Fast Instance Segmentation | Mar 23, 2020 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| A Better Variant of Self-Critical Sequence Training | Mar 22, 2020 | Image Captioning | CodeCode Available | 2 |
| COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images | Mar 22, 2020 | COVID-19 Diagnosis | CodeCode Available | 2 |
| TSFEL: Time Series Feature Extraction Library | Mar 21, 2020 | Feature EngineeringTime Series | CodeCode Available | 2 |
| Detection in Crowded Scenes: One Proposal, Multiple Predictions | Mar 20, 2020 | Object DetectionPedestrian Detection | CodeCode Available | 2 |
| Masked Face Recognition Dataset and Application | Mar 20, 2020 | Face DetectionFace Recognition | CodeCode Available | 2 |
| Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning | Mar 19, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| GAN Compression: Efficient Architectures for Interactive Conditional GANs | Mar 19, 2020 | Image GenerationNeural Architecture Search | CodeCode Available | 2 |
| Fixing the train-test resolution discrepancy: FixEfficientNet | Mar 18, 2020 | Data AugmentationImage Classification | CodeCode Available | 2 |
| Neuroevolution of Self-Interpretable Agents | Mar 18, 2020 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 2 |
| Pre-trained Models for Natural Language Processing: A Survey | Mar 18, 2020 | Representation LearningSurvey | CodeCode Available | 2 |