| Fine-grained Entity Recognition with Reduced False Negatives and Large Type Coverage | Apr 30, 2019 | Benchmarking | CodeCode Available | 0 |
| Challenges and Pitfalls of Machine Learning Evaluation and Benchmarking | Apr 29, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Realistic Hair Simulation Using Image Blending | Apr 19, 2019 | BenchmarkingData Augmentation | —Unverified | 0 |
| CRF-based Single-stage Acoustic Modeling with CTC Topology | Apr 16, 2019 | BenchmarkingSpeech Recognition | —Unverified | 0 |
| Efficiently Exploring Ordering Problems through Conflict-directed Search | Apr 15, 2019 | BenchmarkingScheduling | —Unverified | 0 |
| A generalized kinetic framework applied to whole-cell catalysis in biofilm flow reactors clarifies performance enhancements | Apr 10, 2019 | Benchmarking | —Unverified | 0 |
| CNM: An Interpretable Complex-valued Network for Matching | Apr 10, 2019 | BenchmarkingQuestion Answering | CodeCode Available | 0 |
| Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes | Apr 8, 2019 | BenchmarkingDeep Learning | —Unverified | 0 |
| Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network | Apr 8, 2019 | BenchmarkingClassification | —Unverified | 0 |
| Habitat: A Platform for Embodied AI Research | Apr 2, 2019 | BenchmarkingGPU | CodeCode Available | 2 |
| Benchmarking Approximate Inference Methods for Neural Structured Prediction | Apr 1, 2019 | BenchmarkingPrediction | CodeCode Available | 0 |
| SysML'19 demo: customizable and reusable Collective Knowledge pipelines to automate and reproduce machine learning experiments | Mar 31, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes | Mar 31, 2019 | BenchmarkingComputed Tomography (CT) | CodeCode Available | 0 |
| Benchmarking Neural Network Robustness to Common Corruptions and Perturbations | Mar 28, 2019 | Adversarial DefenseBenchmarking | CodeCode Available | 2 |
| Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere | Mar 27, 2019 | Benchmarking | CodeCode Available | 0 |
| Privacy Protection in Street-View Panoramas using Depth and Multi-View Imagery | Mar 27, 2019 | BenchmarkingObject | —Unverified | 0 |
| A novel machine learning based framework for detection of Autism Spectrum Disorder (ASD) | Mar 27, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Deep recommender engine based on efficient product embeddings neural pipeline | Mar 24, 2019 | Benchmarking | —Unverified | 0 |
| COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite | Mar 15, 2019 | Benchmarking | CodeCode Available | 1 |
| A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks | Mar 15, 2019 | BenchmarkingCitation Recommendation | CodeCode Available | 0 |
| Deep Patent Landscaping Model Using Transformer and Graph Embedding | Mar 14, 2019 | BenchmarkingGraph Embedding | —Unverified | 0 |
| gym-gazebo2, a toolkit for reinforcement learning using ROS 2 and Gazebo | Mar 14, 2019 | BenchmarkingOpenAI Gym | CodeCode Available | 0 |
| An EEG-based Stereoscopic Research to Reveal the Brain's Response to What Happens Before and After Watching 2D and 3D Movies | Mar 13, 2019 | BenchmarkingEEG | —Unverified | 0 |
| Benchmarking Natural Language Understanding Services for building Conversational Agents | Mar 13, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| DeepOBS: A Deep Learning Optimizer Benchmark Suite | Mar 13, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
