| On Calibration of Modern Neural Networks | Jun 14, 2017 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| The "something something" video database for learning and evaluating visual common sense | Jun 13, 2017 | Action RecognitionCommon Sense Reasoning | CodeCode Available | 1 |
| One-step and Two-step Classification for Abusive Language Detection on Twitter | Jun 5, 2017 | Abuse DetectionAbusive Language | CodeCode Available | 1 |
| Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks | Jun 2, 2017 | ClassificationData Augmentation | CodeCode Available | 1 |
| Conditional Adversarial Domain Adaptation | May 26, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset | May 22, 2017 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Learning from Complementary Labels | May 22, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| The Kinetics Human Action Video Dataset | May 19, 2017 | Action ClassificationGeneral Classification | CodeCode Available | 1 |
| Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics | May 19, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases | May 5, 2017 | General Classificationimage-classification | CodeCode Available | 1 |
| Skeleton-based Action Recognition with Convolutional Neural Networks | Apr 25, 2017 | Action ClassificationAction Detection | CodeCode Available | 1 |
| Decision Stream: Cultivating Deep Decision Trees | Apr 25, 2017 | Classificationfeature selection | CodeCode Available | 1 |
| Sparse Communication for Distributed Gradient Descent | Apr 17, 2017 | General Classificationimage-classification | CodeCode Available | 1 |
| Multi-Scale Dense Networks for Resource Efficient Image Classification | Mar 29, 2017 | General ClassificationHandwritten Mathmatical Expression Recognition | CodeCode Available | 1 |
| Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification | Mar 23, 2017 | General ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| Multitask learning and benchmarking with clinical time series data | Mar 22, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Modeling Relational Data with Graph Convolutional Networks | Mar 17, 2017 | DecoderGeneral Classification | CodeCode Available | 1 |
| Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks | Mar 9, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 1 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 |
| Generative and Discriminative Text Classification with Recurrent Neural Networks | Mar 6, 2017 | ClassificationContinual Learning | CodeCode Available | 1 |
| Denoising Adversarial Autoencoders | Mar 3, 2017 | DenoisingGeneral Classification | CodeCode Available | 1 |
| Remote Sensing Image Scene Classification: Benchmark and State of the Art | Mar 1, 2017 | ClassificationDiversity | CodeCode Available | 1 |
| Adversarial examples for generative models | Feb 22, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Adversarial Discriminative Domain Adaptation | Feb 17, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes | Feb 14, 2017 | 3D Object ClassificationGeneral Classification | CodeCode Available | 1 |
| Gated Multimodal Units for Information Fusion | Feb 7, 2017 | General ClassificationGenre classification | CodeCode Available | 1 |
| Steerable CNNs | Dec 27, 2016 | General Classificationimage-classification | CodeCode Available | 1 |
| YOLO9000: Better, Faster, Stronger | Dec 25, 2016 | 3D Object DetectionGeneral Classification | CodeCode Available | 1 |
| MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving | Dec 22, 2016 | Autonomous DrivingGeneral Classification | CodeCode Available | 1 |
| FastText.zip: Compressing text classification models | Dec 12, 2016 | General ClassificationQuantization | CodeCode Available | 1 |
| Overcoming catastrophic forgetting in neural networks | Dec 2, 2016 | Atari Gamesclass-incremental learning | CodeCode Available | 1 |
| An End-to-End Architecture for Keyword Spotting and Voice Activity Detection | Nov 28, 2016 | Action DetectionActivity Detection | CodeCode Available | 1 |
| Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks | Nov 17, 2016 | Age ClassificationGeneral Classification | CodeCode Available | 1 |
| Aggregated Residual Transformations for Deep Neural Networks | Nov 16, 2016 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 |
| DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing | Nov 7, 2016 | Activity RecognitionGeneral Classification | CodeCode Available | 1 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 |
| LipNet: End-to-End Sentence-level Lipreading | Nov 5, 2016 | General ClassificationLipreading | CodeCode Available | 1 |
| Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling | Nov 4, 2016 | General ClassificationLanguage Modeling | CodeCode Available | 1 |
| Categorical Reparameterization with Gumbel-Softmax | Nov 3, 2016 | General Classification | CodeCode Available | 1 |
| SOL: A Library for Scalable Online Learning Algorithms | Oct 28, 2016 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| SoundNet: Learning Sound Representations from Unlabeled Video | Oct 27, 2016 | General Classification | CodeCode Available | 1 |
| Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment | Oct 26, 2016 | Decision MakingFairness | CodeCode Available | 1 |
| Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization | Oct 7, 2016 | General ClassificationImage Attribution | CodeCode Available | 1 |
| Equality of Opportunity in Supervised Learning | Oct 7, 2016 | AttributeGeneral Classification | CodeCode Available | 1 |
| CNN Architectures for Large-Scale Audio Classification | Sep 29, 2016 | Audio ClassificationEvent Detection | CodeCode Available | 1 |
| YouTube-8M: A Large-Scale Video Classification Benchmark | Sep 27, 2016 | 3D Face ReconstructionAction Recognition | CodeCode Available | 1 |
| On the adoption of abductive reasoning for time series interpretation | Sep 19, 2016 | General ClassificationTime Series | CodeCode Available | 1 |
| Convolutional Recurrent Neural Networks for Music Classification | Sep 14, 2016 | General ClassificationMusic Classification | CodeCode Available | 1 |
| Sampling Generative Networks | Sep 14, 2016 | AttributeBinary Classification | CodeCode Available | 1 |
| Semi-Supervised Classification with Graph Convolutional Networks | Sep 9, 2016 | Document ClassificationDrug Discovery | CodeCode Available | 1 |
