| MACH: Embarrassingly parallel K-class classification in O(dK) memory and O(KK + dK) time, instead of O(Kd) | Jan 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Espresso: Efficient Forward Propagation for Binary Deep Neural Networks | Jan 1, 2018 | CPUGPU | CodeCode Available | 0 |
| THE EFFECTIVENESS OF A TWO-LAYER NEURAL NETWORK FOR RECOMMENDATIONS | Jan 1, 2018 | GPURecommendation Systems | —Unverified | 0 |
| Aggregated Channels Network for Real-Time Pedestrian Detection | Jan 1, 2018 | GPUPedestrian Detection | —Unverified | 0 |
| Using Deep Neural Network Approximate Bayesian Network | Dec 31, 2017 | GPU | —Unverified | 0 |
| CaloGAN: Simulating 3D High Energy Particle Showers in Multi-Layer Electromagnetic Calorimeters with Generative Adversarial Networks | Dec 21, 2017 | CPUGPU | CodeCode Available | 0 |
| Finding Competitive Network Architectures Within a Day Using UCT | Dec 20, 2017 | GPUNeural Architecture Search | —Unverified | 0 |
| DeepNorm-A Deep Learning Approach to Text Normalization | Dec 17, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| NSML: A Machine Learning Platform That Enables You to Focus on Your Models | Dec 16, 2017 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Enhancing approximation abilities of neural networks by training derivatives | Dec 12, 2017 | GPU | —Unverified | 0 |
| On Usage of Autoencoders and Siamese Networks for Online Handwritten Signature Verification | Dec 7, 2017 | GPU | —Unverified | 0 |
| MoDL: Model Based Deep Learning Architecture for Inverse Problems | Dec 7, 2017 | Deep LearningGPU | CodeCode Available | 1 |
| O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis | Dec 5, 2017 | 3D Object ClassificationGPU | CodeCode Available | 1 |
| Deep Semantic Role Labeling with Self-Attention | Dec 5, 2017 | GPUNatural Language Understanding | CodeCode Available | 0 |
| Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Networks | Dec 5, 2017 | GPU | —Unverified | 0 |
| Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization | Dec 4, 2017 | Fine-Grained Image ClassificationFine-Grained Image Recognition | CodeCode Available | 0 |
| FSSD: Feature Fusion Single Shot Multibox Detector | Dec 4, 2017 | GPUobject-detection | CodeCode Available | 0 |
| Feature Agglomeration Networks for Single Stage Face Detection | Dec 3, 2017 | Face DetectionGPU | —Unverified | 0 |
| MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence | Dec 2, 2017 | GPUMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| GPU Kernels for Block-Sparse Weights | Dec 1, 2017 | GPUSentiment Analysis | CodeCode Available | 0 |
| SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks | Dec 1, 2017 | GPULanguage Modeling | —Unverified | 0 |
| Single-Shot Object Detection with Enriched Semantics | Dec 1, 2017 | GPUObject | —Unverified | 0 |
| Properties on n-dimensional convolution for image deconvolution | Nov 30, 2017 | DenoisingGPU | —Unverified | 0 |
| Crossmodal Attentive Skill Learner | Nov 28, 2017 | Atari GamesCPU | CodeCode Available | 0 |
| Real-Time Seamless Single Shot 6D Object Pose Prediction | Nov 24, 2017 | 6D Pose Estimation using RGBDrone Pose Estimation | CodeCode Available | 0 |
