| 4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks | Apr 18, 2019 | 3D Semantic Segmentation4D Spatio Temporal Semantic Segmentation | CodeCode Available | 2 |
| Document Expansion by Query Prediction | Apr 17, 2019 | Passage Re-RankingPrediction | CodeCode Available | 2 |
| Multi-Interest Network with Dynamic Routing for Recommendation at Tmall | Apr 17, 2019 | ClusteringInformation Retrieval | CodeCode Available | 2 |
| Objects as Points | Apr 16, 2019 | 3D Object DetectionKeypoint Detection | CodeCode Available | 2 |
| Joint Discriminative and Generative Learning for Person Re-identification | Apr 15, 2019 | Image GenerationImage-to-Image Translation | CodeCode Available | 2 |
| Three scenarios for continual learning | Apr 15, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| Differential Dynamic Programming for Multi-Phase Rigid Contact Dynamics | Apr 10, 2019 | | CodeCode Available | 2 |
| Speech Model Pre-training for End-to-End Spoken Language Understanding | Apr 7, 2019 | Speech-to-TextSpoken Language Understanding | CodeCode Available | 2 |
| Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? | Apr 5, 2019 | Image MorphingStyle Transfer | CodeCode Available | 2 |
| Analyzing Learned Molecular Representations for Property Prediction | Apr 2, 2019 | Molecular Property Predictionmolecular representation | CodeCode Available | 2 |
| Data-Free Learning of Student Networks | Apr 2, 2019 | Neural Network Compression | CodeCode Available | 2 |
| Habitat: A Platform for Embodied AI Research | Apr 2, 2019 | BenchmarkingGPU | CodeCode Available | 2 |
| Depth-Aware Video Frame Interpolation | Apr 1, 2019 | Optical Flow EstimationVideo Frame Interpolation | CodeCode Available | 2 |
| A Real-Time Wideband Neural Vocoder at 1.6 kb/s Using LPCNet | Mar 28, 2019 | Speech Synthesis | CodeCode Available | 2 |
| Benchmarking Neural Network Robustness to Common Corruptions and Perturbations | Mar 28, 2019 | Adversarial DefenseBenchmarking | CodeCode Available | 2 |
| nuScenes: A multimodal dataset for autonomous driving | Mar 26, 2019 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| A Polynomial-time Solution for Robust Registration with Extreme Outlier Rates | Mar 20, 2019 | Translation | CodeCode Available | 2 |
| Bag of Tricks and A Strong Baseline for Deep Person Re-identification | Mar 17, 2019 | Person Re-Identification | CodeCode Available | 2 |
| Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations | Mar 6, 2019 | Disentanglement | CodeCode Available | 2 |
| TableBank: A Benchmark Dataset for Table Detection and Recognition | Mar 5, 2019 | Table Detection | CodeCode Available | 2 |
| Accelerating Self-Play Learning in Go | Feb 27, 2019 | Game of Go | CodeCode Available | 2 |
| A large annotated medical image dataset for the development and evaluation of segmentation algorithms | Feb 25, 2019 | BenchmarkingSegmentation | CodeCode Available | 2 |
| Session-based Social Recommendation via Dynamic Graph Attention Networks | Feb 25, 2019 | Graph AttentionRecommendation Systems | CodeCode Available | 2 |
| Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling | Feb 21, 2019 | Sequence-To-Sequence Speech Recognition | CodeCode Available | 2 |
| EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks | Jan 31, 2019 | Data AugmentationGeneral Classification | CodeCode Available | 2 |
| Scalable Realistic Recommendation Datasets through Fractal Expansions | Jan 23, 2019 | Recommendation Systems | CodeCode Available | 2 |
| TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents | Jan 23, 2019 | Dialogue GenerationInformation Retrieval | CodeCode Available | 2 |
| Scale-Aware Trident Networks for Object Detection | Jan 7, 2019 | Objectobject-detection | CodeCode Available | 2 |
| Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning | Jan 7, 2019 | image-classificationImage Classification | CodeCode Available | 2 |
| Knowledge Representation Learning: A Quantitative Review | Dec 28, 2018 | General ClassificationInformation Retrieval | CodeCode Available | 2 |
| OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields | Dec 18, 2018 | 2D Pose EstimationKeypoint Detection | CodeCode Available | 2 |
| On the Continuity of Rotation Representations in Neural Networks | Dec 17, 2018 | | CodeCode Available | 2 |
| The Adverse Effects of Code Duplication in Machine Learning Models of Code | Dec 16, 2018 | BIG-bench Machine Learning | CodeCode Available | 2 |
| Simulation to Scaled City: Zero-Shot Policy Transfer for Traffic Control via Autonomous Vehicles | Dec 14, 2018 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 2 |
| An Empirical Model of Large-Batch Training | Dec 14, 2018 | Dota 2model | CodeCode Available | 2 |
| PointPillars: Fast Encoders for Object Detection from Point Clouds | Dec 14, 2018 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| Lenia - Biology of Artificial Life | Dec 13, 2018 | Artificial LifeDiversity | CodeCode Available | 2 |
| A Style-Based Generator Architecture for Generative Adversarial Networks | Dec 12, 2018 | DisentanglementImage Generation | CodeCode Available | 2 |
| Fast Online Object Tracking and Segmentation: A Unifying Approach | Dec 12, 2018 | ObjectObject Tracking | CodeCode Available | 2 |
| Learning to Compose Dynamic Tree Structures for Visual Contexts | Dec 5, 2018 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 2 |
| AutoFocus: Efficient Multi-Scale Inference | Dec 4, 2018 | GPU | CodeCode Available | 2 |
| Improving Semantic Segmentation via Video Propagation and Label Relaxation | Dec 4, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware | Dec 2, 2018 | GPUImage Classification | CodeCode Available | 2 |
| The Neural Hype and Comparisons Against Weak Baselines | Dec 1, 2018 | Ad-Hoc Information RetrievalCultural Vocal Bursts Intensity Prediction | CodeCode Available | 2 |
| HAQ: Hardware-Aware Automated Quantization with Mixed Precision | Nov 21, 2018 | QuantizationReinforcement Learning | CodeCode Available | 2 |
| Neural Lander: Stable Drone Landing Control using Learned Dynamics | Nov 19, 2018 | | CodeCode Available | 2 |
| GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism | Nov 16, 2018 | Fine-Grained Image Classificationimage-classification | CodeCode Available | 2 |
| PennyLane: Automatic differentiation of hybrid quantum-classical computations | Nov 12, 2018 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 2 |
| T-GCN: A Temporal Graph ConvolutionalNetwork for Traffic Prediction | Nov 12, 2018 | ManagementPrediction | CodeCode Available | 2 |
| Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties | Nov 7, 2018 | BIG-bench Machine Learning | CodeCode Available | 2 |