| Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection | Dec 5, 2019 | Objectobject-detection | CodeCode Available | 3 |
| EfficientDet: Scalable and Efficient Object Detection | Nov 20, 2019 | AutoMLObject | CodeCode Available | 3 |
| Momentum Contrast for Unsupervised Visual Representation Learning | Nov 13, 2019 | Contrastive LearningImage Classification | CodeCode Available | 3 |
| TENER: Adapting Transformer Encoder for Named Entity Recognition | Nov 10, 2019 | Chinese Named Entity RecognitionNamed Entity Recognition | CodeCode Available | 3 |
| pyannote.audio: neural building blocks for speaker diarization | Nov 4, 2019 | Action DetectionActivity Detection | CodeCode Available | 3 |
| ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels | Oct 29, 2019 | General ClassificationTime Series | CodeCode Available | 3 |
| Deep learning tools for the measurement of animal behavior in neuroscience | Sep 30, 2019 | Deep LearningPose Estimation | CodeCode Available | 3 |
| Attention Interpretability Across NLP Tasks | Sep 24, 2019 | | CodeCode Available | 3 |
| InterpretML: A Unified Framework for Machine Learning Interpretability | Sep 19, 2019 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 3 |
| Fine-Tuning Language Models from Human Preferences | Sep 18, 2019 | DescriptiveLanguage Modelling | CodeCode Available | 3 |
| Ludwig: a type-based declarative deep learning toolbox | Sep 17, 2019 | DecoderDeep Learning | CodeCode Available | 3 |
| OpenSpiel: A Framework for Reinforcement Learning in Games | Aug 26, 2019 | General Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| Attention is not not Explanation | Aug 13, 2019 | Decision MakingDiagnostic | CodeCode Available | 3 |
| ERNIE 2.0: A Continual Pre-training Framework for Language Understanding | Jul 29, 2019 | Chinese Named Entity RecognitionChinese Reading Comprehension | CodeCode Available | 3 |
| Green AI | Jul 22, 2019 | Deep Learning | CodeCode Available | 3 |
| Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning | Jul 9, 2019 | Speech Synthesistext-to-speech | CodeCode Available | 3 |
| Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer | Jul 2, 2019 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 3 |
| Pre-Training with Whole Word Masking for Chinese BERT | Jun 19, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 3 |
| A Multiscale Visualization of Attention in the Transformer Model | Jun 12, 2019 | | CodeCode Available | 3 |
| GluonTS: Probabilistic Time Series Models in Python | Jun 12, 2019 | Anomaly DetectionTime Series | CodeCode Available | 3 |
| Probabilistic Forecasting with Temporal Convolutional Neural Network | Jun 11, 2019 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 3 |
| Mesh R-CNN | Jun 6, 2019 | 3D Shape ModelingPrediction | CodeCode Available | 3 |
| EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks | May 28, 2019 | Action RecognitionDomain Generalization | CodeCode Available | 3 |
| N-BEATS: Neural basis expansion analysis for interpretable time series forecasting | May 24, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 3 |
| Generating Long Sequences with Sparse Transformers | Apr 23, 2019 | DiversityImage Generation | CodeCode Available | 3 |
| ERNIE: Enhanced Representation through Knowledge Integration | Apr 19, 2019 | Chinese Named Entity RecognitionChinese Sentence Pair Classification | CodeCode Available | 3 |
| Towards VQA Models That Can Read | Apr 18, 2019 | TextVQAVisual Question Answering (VQA) | CodeCode Available | 3 |
| Attention is not Explanation | Feb 26, 2019 | Feature Importance | CodeCode Available | 3 |
| Bag of Freebies for Training Object Detection Neural Networks | Feb 11, 2019 | General Classificationimage-classification | CodeCode Available | 3 |
| wav2letter++: The Fastest Open-source Speech Recognition System | Dec 18, 2018 | Speech Recognition | CodeCode Available | 3 |
| Dopamine: A Research Framework for Deep Reinforcement Learning | Dec 14, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| PyText: A Seamless Path from NLP research to production | Dec 12, 2018 | | CodeCode Available | 3 |
| Practical Deep Reinforcement Learning Approach for Stock Trading | Nov 19, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales | Oct 20, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 3 |
| Deep Reinforcement Learning | Oct 15, 2018 | Deep Reinforcement LearningManagement | CodeCode Available | 3 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
| Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation | Sep 20, 2018 | Multi-task Audio Source SeperationMusic Source Separation | CodeCode Available | 3 |
| Unity: A General Platform for Intelligent Agents | Sep 7, 2018 | Reinforcement LearningUnity | CodeCode Available | 3 |
| ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks | Sep 1, 2018 | Face HallucinationGenerative Adversarial Network | CodeCode Available | 3 |
| Benchmarking Automatic Machine Learning Frameworks | Aug 17, 2018 | Automated Feature EngineeringAutoML | CodeCode Available | 3 |
| Pythia v0.1: the Winning Entry to the VQA Challenge 2018 | Jul 26, 2018 | Data AugmentationVisual Question Answering (VQA) | CodeCode Available | 3 |
| Adversarial Robustness Toolbox v1.0.0 | Jul 3, 2018 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 3 |
| Neural Ordinary Differential Equations | Jun 19, 2018 | Multivariate Time Series ForecastingMultivariate Time Series Imputation | CodeCode Available | 3 |
| mlpack 3: a fast, flexible machine learning library | Jun 18, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 3 |
| AutoAugment: Learning Augmentation Policies from Data | May 24, 2018 | Data AugmentationDomain Generalization | CodeCode Available | 3 |
| Bilinear Attention Networks | May 21, 2018 | Visual Question AnsweringVisual Question Answering (VQA) | CodeCode Available | 3 |
| TED-LIUM 3: twice as much data and corpus repartition for experiments on speaker adaptation | May 12, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| Flexible and Scalable Deep Learning with MMLSpark | Apr 11, 2018 | Deep LearningDistributed Computing | CodeCode Available | 3 |
| Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform | Apr 9, 2018 | Image Super-ResolutionSemantic Segmentation | CodeCode Available | 3 |
| Distributed Prioritized Experience Replay | Mar 2, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 3 |
