| TensorFlow Distributions | Nov 28, 2017 | Deep LearningProbabilistic Programming | CodeCode Available | 2 |
| Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? | Nov 27, 2017 | Action Recognition | CodeCode Available | 2 |
| MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks | Nov 18, 2017 | Neural Architecture Search | CodeCode Available | 2 |
| SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning | Nov 13, 2017 | Decoderreinforcement-learning | CodeCode Available | 2 |
| Neural Discrete Representation Learning | Nov 2, 2017 | DecoderRepresentation Learning | CodeCode Available | 2 |
| A Multimodal Anomaly Detector for Robot-Assisted Feeding Using an LSTM-based Variational Autoencoder | Nov 2, 2017 | Anomaly Detection | CodeCode Available | 2 |
| Learning a model of facial shape and expression from 4D scans | Nov 1, 2017 | 3D Face Animation3D Face Modelling | CodeCode Available | 2 |
| Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR | Nov 1, 2017 | counterfactualDecision Making | CodeCode Available | 2 |
| Progressive Growing of GANs for Improved Quality, Stability, and Variation | Oct 27, 2017 | Face GenerationImage Generation | CodeCode Available | 2 |
| Data-Free Knowledge Distillation for Deep Neural Networks | Oct 19, 2017 | Data-free Knowledge DistillationKnowledge Distillation | CodeCode Available | 2 |
| Flow: A Modular Learning Framework for Mixed Autonomy Traffic | Oct 16, 2017 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 2 |
| Discrete Event, Continuous Time RNNs | Oct 11, 2017 | Inductive BiasRetrieval | CodeCode Available | 2 |
| The First Evaluation of Chinese Human-Computer Dialogue Technology | Sep 29, 2017 | intent-classificationIntent Classification | CodeCode Available | 2 |
| MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment | Sep 19, 2017 | Music Generation | CodeCode Available | 2 |
| Simple Recurrent Units for Highly Parallelizable Recurrence | Sep 8, 2017 | General ClassificationMachine Translation | CodeCode Available | 2 |
| Convolutional Gaussian Processes | Sep 6, 2017 | Gaussian Processes | CodeCode Available | 2 |
| ChainerCV: a Library for Deep Learning in Computer Vision | Aug 28, 2017 | Deep Learningobject-detection | CodeCode Available | 2 |
| Learning Efficient Convolutional Networks through Network Slimming | Aug 22, 2017 | image-classificationImage Classification | CodeCode Available | 2 |
| Random Erasing Data Augmentation | Aug 16, 2017 | Data AugmentationGeneral Classification | CodeCode Available | 2 |
| Focal Loss for Dense Object Detection | Aug 7, 2017 | 2D Object DetectionDense Object Detection | CodeCode Available | 2 |
| Fake News Detection on Social Media: A Data Mining Perspective | Aug 7, 2017 | Fake News Detection | CodeCode Available | 2 |
| Training Deep AutoEncoders for Collaborative Filtering | Aug 5, 2017 | Collaborative FilteringRecommendation Systems | CodeCode Available | 2 |
| Minimap2: pairwise alignment for nucleotide sequences | Aug 4, 2017 | | CodeCode Available | 2 |
| Proximal Policy Optimization Algorithms | Jul 20, 2017 | Continuous ControlDota 2 | CodeCode Available | 2 |
| Foolbox: A Python toolbox to benchmark the robustness of machine learning models | Jul 13, 2017 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 2 |
| Revisiting Unreasonable Effectiveness of Data in Deep Learning Era | Jul 10, 2017 | Deep Learningimage-classification | CodeCode Available | 2 |
| Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ | Jul 1, 2017 | | CodeCode Available | 2 |
| Bolt: Accelerated Data Mining with Fast Vector Compression | Jun 30, 2017 | Quantization | CodeCode Available | 2 |
| Self-Normalizing Neural Networks | Jun 8, 2017 | AstronomyBIG-bench Machine Learning | CodeCode Available | 2 |
| Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour | Jun 8, 2017 | Stochastic Optimization | CodeCode Available | 2 |
| The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks | May 24, 2017 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Accelerated Hierarchical Density Clustering | May 20, 2017 | Clustering | CodeCode Available | 2 |
| Masked Autoregressive Flow for Density Estimation | May 19, 2017 | Density Estimation | CodeCode Available | 2 |
| Temporal Segment Networks for Action Recognition in Videos | May 8, 2017 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Temporal Action Detection with Structured Segment Networks | Apr 20, 2017 | Action DetectionAction Recognition | CodeCode Available | 2 |
| DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks | Apr 13, 2017 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 2 |
| ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge | Apr 11, 2017 | General KnowledgeMultilingual Word Embeddings | CodeCode Available | 2 |
| SEGAN: Speech Enhancement Generative Adversarial Network | Mar 28, 2017 | Generative Adversarial NetworkSpeech Enhancement | CodeCode Available | 2 |
| Prototypical Networks for Few-shot Learning | Mar 15, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 2 |
| Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ | Mar 2, 2017 | | CodeCode Available | 2 |
| Toward Controlled Generation of Text | Mar 2, 2017 | AttributeSentence | CodeCode Available | 2 |
| Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer | Jan 23, 2017 | Computational EfficiencyGPU | CodeCode Available | 2 |
| Learning through Dialogue Interactions by Asking Questions | Dec 15, 2016 | reinforcement-learningReinforcement Learning | CodeCode Available | 2 |
| Tracking the World State with Recurrent Entity Networks | Dec 12, 2016 | Procedural Text UnderstandingQuestion Answering | CodeCode Available | 2 |
| ConceptNet 5.5: An Open Multilingual Graph of General Knowledge | Dec 12, 2016 | General KnowledgeWord Embeddings | CodeCode Available | 2 |
| Feature Pyramid Networks for Object Detection | Dec 9, 2016 | GPUObject | CodeCode Available | 2 |
| Deep TEN: Texture Encoding Network | Dec 8, 2016 | Dictionary LearningMaterial Recognition | CodeCode Available | 2 |
| Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles | Dec 5, 2016 | Image Classificationregression | VerifiedCommunity Verified — 1 reproduction | 2 |
| Dialogue Learning With Human-In-The-Loop | Nov 29, 2016 | Question Answeringreinforcement-learning | CodeCode Available | 2 |
| Fully Convolutional Instance-aware Semantic Segmentation | Nov 23, 2016 | General ClassificationInstance Segmentation | CodeCode Available | 2 |