| Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation | Mar 17, 2020 | image-classificationImage Classification | CodeCode Available | 2 |
| Self-Supervised Log Parsing | Mar 17, 2020 | Anomaly DetectionFault Detection | CodeCode Available | 2 |
| Building Computationally Efficient and Well-Generalizing Person Re-Identification Models with Metric Learning | Mar 17, 2020 | Domain GeneralizationFace Recognition | CodeCode Available | 2 |
| Frustratingly Simple Few-Shot Object Detection | Mar 16, 2020 | Cross-Domain Few-Shot Object DetectionFew-Shot Object Detection | CodeCode Available | 2 |
| GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions | Mar 16, 2020 | Additive models | CodeCode Available | 2 |
| On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited | Mar 12, 2020 | ClassificationGeneral Classification | CodeCode Available | 2 |
| Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML | Mar 11, 2020 | Handwritten Digit Recognition | CodeCode Available | 2 |
| BitTensor: A Peer-to-Peer Intelligence Market | Mar 9, 2020 | | CodeCode Available | 2 |
| TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning | Mar 9, 2020 | Data Augmentation | CodeCode Available | 2 |
| StyleGAN2 Distillation for Feed-forward Image Manipulation | Mar 7, 2020 | Image ManipulationImage Morphing | CodeCode Available | 2 |
| TensorFlow Quantum: A Software Framework for Quantum Machine Learning | Mar 6, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 2 |
| Knowledge Graphs | Mar 4, 2020 | Knowledge Graphs | CodeCode Available | 2 |
| jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models | Mar 4, 2020 | Transfer Learning | CodeCode Available | 2 |
| CLUECorpus2020: A Large-scale Chinese Corpus for Pre-training Language Model | Mar 3, 2020 | 8kLanguage Modeling | CodeCode Available | 2 |
| Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction | Mar 2, 2020 | ImputationMissing Values | CodeCode Available | 2 |
| Benchmarking Graph Neural Networks | Mar 2, 2020 | BenchmarkingGraph Classification | CodeCode Available | 2 |
| Adversarial Attacks and Defenses on Graphs: A Review, A Tool and Empirical Studies | Mar 2, 2020 | Adversarial Attack | CodeCode Available | 2 |
| A Framework for Interdomain and Multioutput Gaussian Processes | Mar 2, 2020 | Gaussian Processes | CodeCode Available | 2 |
| Voice Separation with an Unknown Number of Multiple Speakers | Feb 29, 2020 | Speech Separation | CodeCode Available | 2 |
| TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing | Feb 28, 2020 | Knowledge DistillationReading Comprehension | CodeCode Available | 2 |
| Semantically-Guided Representation Learning for Self-Supervised Monocular Depth | Feb 27, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| Unbiased Scene Graph Generation from Biased Training | Feb 27, 2020 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Towards Backdoor Attacks and Defense in Robust Machine Learning Models | Feb 25, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 2 |
| RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network | Feb 25, 2020 | | CodeCode Available | 2 |
| Adversarial Detection and Correction by Matching Prediction Distributions | Feb 21, 2020 | Prediction | CodeCode Available | 2 |
| Neural Network Compression Framework for fast model inference | Feb 20, 2020 | BinarizationCPU | CodeCode Available | 2 |
| 3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans | Feb 15, 2020 | 3D ReconstructionHuman Detection | CodeCode Available | 2 |
| Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows | Feb 14, 2020 | Decision MakingMultivariate Time Series Forecasting | CodeCode Available | 2 |
| A Simple Framework for Contrastive Learning of Visual Representations | Feb 13, 2020 | Contrastive LearningImage Classification | CodeCode Available | 2 |
| Explaining Explanations: Axiomatic Feature Interactions for Deep Networks | Feb 10, 2020 | | CodeCode Available | 2 |
| Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies | Feb 10, 2020 | Algorithmic TradingAsset Management | CodeCode Available | 2 |
| Multi-Objective Molecule Generation using Interpretable Substructures | Feb 8, 2020 | DiversityDrug Design | CodeCode Available | 2 |
| On the limits of cross-domain generalization in automated X-ray prediction | Feb 6, 2020 | DiagnosticDomain Generalization | CodeCode Available | 2 |
| Torch-Struct: Deep Structured Prediction Library | Feb 3, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
| A Survey on Knowledge Graphs: Representation, Acquisition and Applications | Feb 2, 2020 | Graph EmbeddingGraph Representation Learning | CodeCode Available | 2 |
| Training Keyword Spotters with Limited and Synthesized Speech Data | Jan 31, 2020 | Keyword Spotting | CodeCode Available | 2 |
| The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability | Jan 28, 2020 | BIG-bench Machine LearningFact Checking | CodeCode Available | 2 |
| Estimating heterogeneous treatment effects with right-censored data via causal survival forests | Jan 27, 2020 | | CodeCode Available | 2 |
| FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence | Jan 21, 2020 | Image ClassificationPseudo Label | CodeCode Available | 2 |
| FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence | Jan 21, 2020 | Image ClassificationPseudo Label | CodeCode Available | 2 |
| A simple way to make neural networks robust against diverse image corruptions | Jan 16, 2020 | | CodeCode Available | 2 |
| A Little Fog for a Large Turn | Jan 16, 2020 | Adversarial AttackAutonomous Navigation | CodeCode Available | 2 |
| Detection and Tracking Meet Drones Challenge | Jan 16, 2020 | Multi-Object TrackingObject | CodeCode Available | 2 |
| A Reference Architecture for Plausible Threat Image Projection (TIP) Within 3D X-ray Computed Tomography Volumes | Jan 15, 2020 | Computed Tomography (CT) | CodeCode Available | 2 |
| DDSP: Differentiable Digital Signal Processing | Jan 14, 2020 | Audio GenerationAudio Synthesis | CodeCode Available | 2 |
| Advbox: a toolbox to generate adversarial examples that fool neural networks | Jan 13, 2020 | BIG-bench Machine LearningFace Recognition | CodeCode Available | 2 |
| The Two-Pass Softmax Algorithm | Jan 13, 2020 | Vocal Bursts Valence Prediction | CodeCode Available | 2 |
| CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for Chinese | Jan 13, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 2 |
| Reformer: The Efficient Transformer | Jan 13, 2020 | D4RLImage Generation | CodeCode Available | 2 |
| NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization | Jan 10, 2020 | Crowd Counting | CodeCode Available | 2 |