| Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches | Mar 12, 2018 | CPUGPU | CodeCode Available | 0 |
| High-Accuracy Low-Precision Training | Mar 9, 2018 | CPUQuantization | CodeCode Available | 0 |
| Fast Cylinder and Plane Extraction from Depth Cameras for Visual Odometry | Mar 6, 2018 | CPUVisual Odometry | CodeCode Available | 0 |
| MIS-SLAM: Real-time Large Scale Dense Deformable SLAM System in Minimal Invasive Surgery Based on Heterogeneous Computing | Mar 6, 2018 | CPUGPU | —Unverified | 0 |
| Fusion of multispectral satellite imagery using a cluster of graphics processing unit | Mar 2, 2018 | CPUGPU | —Unverified | 0 |
| Approximate Inference for Constructing Astronomical Catalogs from Images | Feb 28, 2018 | CPUVariational Inference | CodeCode Available | 0 |
| Stochastic Gradient Descent on Highly-Parallel Architectures | Feb 24, 2018 | CPUGPU | CodeCode Available | 0 |
| Efficient Neural Audio Synthesis | Feb 23, 2018 | Audio SynthesisCPU | CodeCode Available | 2 |
| BigDataBench: A Scalable and Unified Big Data and AI Benchmark Suite | Feb 23, 2018 | BenchmarkingCPU | —Unverified | 0 |
| Layer-wise synapse optimization for implementing neural networks on general neuromorphic architectures | Feb 20, 2018 | CPU | —Unverified | 0 |
| Real-Time Dense Stereo Matching With ELAS on FPGA Accelerated Embedded Devices | Feb 20, 2018 | CPUStereo Matching | CodeCode Available | 0 |
| Camera-based vehicle velocity estimation from monocular video | Feb 20, 2018 | Autonomous DrivingCPU | —Unverified | 0 |
| Fast 5DOF Needle Tracking in iOCT | Feb 18, 2018 | CPU | —Unverified | 0 |
| HyP-DESPOT: A Hybrid Parallel Algorithm for Online Planning under Uncertainty | Feb 17, 2018 | Computational EfficiencyCPU | CodeCode Available | 0 |
| 500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow) | Feb 14, 2018 | ClusteringCPU | —Unverified | 0 |
| Field-Programmable Deep Neural Network (DNN) Learning and Inference accelerator: a concept | Feb 14, 2018 | CPUGPU | —Unverified | 0 |
| Compressive Sensing Using Iterative Hard Thresholding with Low Precision Data Representation: Theory and Applications | Feb 14, 2018 | AstronomyCompressive Sensing | —Unverified | 0 |
| TVM: An Automated End-to-End Optimizing Compiler for Deep Learning | Feb 12, 2018 | CPUDeep Learning | CodeCode Available | 0 |
| Musical Chair: Efficient Real-Time Recognition Using Collaborative IoT Devices | Feb 5, 2018 | Action RecognitionCPU | —Unverified | 0 |
| In Defense of Classical Image Processing: Fast Depth Completion on the CPU | Jan 31, 2018 | CPUDepth Completion | CodeCode Available | 0 |
| Accelerating recurrent neural network language model based online speech recognition system | Jan 30, 2018 | CPUGPU | —Unverified | 0 |
| FlashRL: A Reinforcement Learning Platform for Flash Games | Jan 26, 2018 | CPUDiversity | —Unverified | 0 |
| Intel nGraph: An Intermediate Representation, Compiler, and Executor for Deep Learning | Jan 24, 2018 | CPUDeep Learning | CodeCode Available | 0 |
| Non-Adversarial Unsupervised Word Translation | Jan 18, 2018 | CPUTranslation | CodeCode Available | 0 |
| Detecting abnormal events in video using Narrowed Normality Clusters | Jan 12, 2018 | Anomaly DetectionClustering | —Unverified | 0 |
| A Systematic Analysis for State-of-the-Art 3D Lung Nodule Proposals Generation | Jan 9, 2018 | CPULung Nodule Detection | CodeCode Available | 0 |
| Deep In-GPU Experience Replay | Jan 9, 2018 | CPUGPU | —Unverified | 0 |
| Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutes | Jan 9, 2018 | Atari GamesCPU | CodeCode Available | 0 |
| ReMotENet: Efficient Relevant Motion Event Detection for Large-scale Home Surveillance Videos | Jan 6, 2018 | CPUEvent Detection | —Unverified | 0 |
| Realtime query completion via deep language models | Jan 1, 2018 | CPULanguage Modeling | —Unverified | 0 |
| Espresso: Efficient Forward Propagation for Binary Deep Neural Networks | Jan 1, 2018 | CPUGPU | CodeCode Available | 0 |
| Unsupervised Deep Structure Learning by Recursive Dependency Analysis | Jan 1, 2018 | CPUGeneral Classification | —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 |
| Tracking objects using 3D object proposals | Dec 19, 2017 | Computational EfficiencyCPU | —Unverified | 0 |
| Automated flow for compressing convolution neural networks for efficient edge-computation with FPGA | Dec 18, 2017 | CPUobject-detection | —Unverified | 0 |
| High performance ultra-low-precision convolutions on mobile devices | Dec 6, 2017 | CPUDeep Learning | —Unverified | 0 |
| Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection | Dec 4, 2017 | CPUGeneral Classification | —Unverified | 0 |
| NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs | Dec 4, 2017 | CPUspeech-recognition | —Unverified | 0 |
| YASS: Yet Another Spike Sorter | Dec 1, 2017 | ClusteringCPU | CodeCode Available | 0 |
| Crossmodal Attentive Skill Learner | Nov 28, 2017 | Atari GamesCPU | CodeCode Available | 0 |
| FuCoLoT -- A Fully-Correlational Long-Term Tracker | Nov 27, 2017 | CPU | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling | Nov 20, 2017 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Face Images | Nov 19, 2017 | CPUFacial Expression Recognition | CodeCode Available | 0 |
| Mobile Video Object Detection with Temporally-Aware Feature Maps | Nov 17, 2017 | CPUObject | CodeCode Available | 0 |
| Robust Keyframe-based Dense SLAM with an RGB-D Camera | Nov 14, 2017 | CPU | CodeCode Available | 0 |
| Real-time Document Localization in Natural Images by Recursive Application of a CNN. | Nov 13, 2017 | CPU | CodeCode Available | 0 |
| Solving the Resource Constrained Project Scheduling Problem Using the Parallel Tabu Search Designed for the CUDA Platform | Nov 13, 2017 | CPUGPU | CodeCode Available | 0 |
| Performance Evaluation of Deep Learning Tools in Docker Containers | Nov 9, 2017 | CPUDeep Learning | —Unverified | 0 |
| Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC | Nov 9, 2017 | CPUGPU | CodeCode Available | 0 |
| Faster Fuzzing: Reinitialization with Deep Neural Models | Nov 8, 2017 | CPUGenerative Adversarial Network | —Unverified | 0 |