| Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review | Jul 21, 2020 | Deep Learning | CodeCode Available | 2 |
| Backdoor Learning: A Survey | Jul 17, 2020 | Adversarial AttackBackdoor Attack | CodeCode Available | 2 |
| Generative Pretraining from Pixels | Jul 17, 2020 | Image ClassificationRepresentation Learning | CodeCode Available | 2 |
| Hopfield Networks is All You Need | Jul 16, 2020 | AllDrug Design | CodeCode Available | 2 |
| COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder | Jul 15, 2020 | Image-to-Image TranslationTranslation | CodeCode Available | 2 |
| AdapterHub: A Framework for Adapting Transformers | Jul 15, 2020 | XLM-R | CodeCode Available | 2 |
| Monitoring and explainability of models in production | Jul 13, 2020 | BIG-bench Machine Learning | CodeCode Available | 2 |
| Closed-Form Factorization of Latent Semantics in GANs | Jul 13, 2020 | AttributeForm | CodeCode Available | 2 |
| ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing | Jul 13, 2020 | Dimensionality ReductionProtein Secondary Structure Prediction | CodeCode Available | 2 |
| Augmenting Differentiable Simulators with Neural Networks to Close the Sim2Real Gap | Jul 12, 2020 | | CodeCode Available | 2 |
| Hahaha | Jul 10, 2020 | | CodeCode Available | 2 |
| Fast Transformers with Clustered Attention | Jul 9, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| SegFix: Model-Agnostic Boundary Refinement for Segmentation | Jul 8, 2020 | modelSegmentation | CodeCode Available | 2 |
| Meta-Learning Symmetries by Reparameterization | Jul 6, 2020 | Meta-Learning | CodeCode Available | 2 |
| DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation | Jul 1, 2020 | Conversational Response GenerationResponse Generation | CodeCode Available | 2 |
| Torch-Struct: Deep Structured Prediction Library | Jul 1, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
| Relevance-guided Supervision for OpenQA with ColBERT | Jul 1, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 2 |
| Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers | Jun 30, 2020 | | CodeCode Available | 2 |
| Fast Multi-Level Foreground Estimation | Jun 26, 2020 | Image Matting | CodeCode Available | 2 |
| Global Convergence and Generalization Bound of Gradient-Based Meta-Learning with Deep Neural Nets | Jun 25, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 2 |
| Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals | Jun 25, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 2 |
| Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL | Jun 24, 2020 | AutoMLNeural Architecture Search | CodeCode Available | 2 |
| Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework | Jun 23, 2020 | BenchmarkingGPU | CodeCode Available | 2 |
| Real Time Speech Enhancement in the Waveform Domain | Jun 23, 2020 | CPUData Augmentation | CodeCode Available | 2 |
| Generative Sparse Detection Networks for 3D Single-shot Object Detection | Jun 22, 2020 | 3D Object DetectionDecoder | CodeCode Available | 2 |
| Graph Neural Networks in TensorFlow and Keras with Spektral | Jun 22, 2020 | Deep LearningGeneral Classification | CodeCode Available | 2 |
| COVID-19 Image Data Collection: Prospective Predictions Are the Future | Jun 22, 2020 | Management | CodeCode Available | 2 |
| A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting | Jun 20, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| Center-based 3D Object Detection and Tracking | Jun 19, 2020 | 3D Multi-Object Tracking3D Object Detection | CodeCode Available | 2 |
| Discovering Symbolic Models from Deep Learning with Inductive Biases | Jun 19, 2020 | Deep LearningSymbolic Regression | CodeCode Available | 2 |
| Real-World Super-Resolution via Kernel Estimation and Noise Injection | Jun 19, 2020 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 2 |
| Denoising Diffusion Probabilistic Models | Jun 19, 2020 | DenoisingDensity Estimation | CodeCode Available | 2 |
| SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks | Jun 18, 2020 | Translation | CodeCode Available | 2 |
| Differentiable Augmentation for Data-Efficient GAN Training | Jun 18, 2020 | Image Generation | CodeCode Available | 2 |
| Online Deep Clustering for Unsupervised Representation Learning | Jun 18, 2020 | ClusteringDeep Clustering | CodeCode Available | 2 |
| Big Self-Supervised Models are Strong Semi-Supervised Learners | Jun 17, 2020 | Self-Supervised Image ClassificationSemi-Supervised Image Classification | CodeCode Available | 2 |
| Fine-Grained Stochastic Architecture Search | Jun 17, 2020 | Neural Architecture Searchobject-detection | CodeCode Available | 2 |
| Unsupervised Learning of Visual Features by Contrasting Cluster Assignments | Jun 17, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| Improved Techniques for Training Score-Based Generative Models | Jun 16, 2020 | Image Generation | CodeCode Available | 2 |
| GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals | Jun 16, 2020 | Brain Computer InterfaceEEG | CodeCode Available | 2 |
| Cityscapes 3D: Dataset and Benchmark for 9 DoF Vehicle Detection | Jun 14, 2020 | Autonomous Drivingvehicle detection | CodeCode Available | 2 |
| Training Generative Adversarial Networks with Limited Data | Jun 11, 2020 | 10-shot image generationConditional Image Generation | CodeCode Available | 2 |
| TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation | Jun 10, 2020 | Text to SQLText-To-SQL | CodeCode Available | 2 |
| An Overview of Deep Semi-Supervised Learning | Jun 9, 2020 | Deep Learningimage-classification | CodeCode Available | 2 |
| audino: A Modern Annotation Tool for Audio and Speech | Jun 9, 2020 | Action DetectionActivity Detection | CodeCode Available | 2 |
| Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization | Jun 9, 2020 | Bayesian OptimizationSecond-order methods | CodeCode Available | 2 |
| Liquid Time-constant Networks | Jun 8, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset | Jun 8, 2020 | Weakly-supervised Learning | CodeCode Available | 2 |
| Learning Convex Optimization Models | Jun 7, 2020 | regression | CodeCode Available | 2 |
| DeBERTa: Decoding-enhanced BERT with Disentangled Attention | Jun 5, 2020 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 2 |