| A matrix-free approach to parallel and memory-efficient deformable image registration | Apr 27, 2018 | CPUGPU | —Unverified | 0 |
| Optimus: An Efficient Dynamic Resource Scheduler for Deep Learning Clusters | Apr 26, 2018 | CPUDeep Learning | CodeCode Available | 0 |
| Towards Fast Computation of Certified Robustness for ReLU Networks | Apr 25, 2018 | CPU | CodeCode Available | 0 |
| A refined convergence analysis of pDCA_e with applications to simultaneous sparse recovery and outlier detection | Apr 19, 2018 | compressed sensingCPU | —Unverified | 0 |
| Egocentric 6-DoF Tracking of Small Handheld Objects | Apr 16, 2018 | CPU | —Unverified | 0 |
| A Novel Low-cost FPGA-based Real-time Object Tracking System | Apr 16, 2018 | CPUGPU | —Unverified | 0 |
| DLL: A Blazing Fast Deep Neural Network Library | Apr 11, 2018 | CPUDeep Learning | CodeCode Available | 0 |
| NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications | Apr 9, 2018 | CPUGPU | CodeCode Available | 0 |
| TacticToe: Learning to Prove with Tactics | Apr 2, 2018 | CPU | —Unverified | 0 |
| Single Stream Parallelization of Recurrent Neural Networks for Low Power and Fast Inference | Mar 30, 2018 | CPU | —Unverified | 0 |
| GossipGraD: Scalable Deep Learning using Gossip Communication based Asynchronous Gradient Descent | Mar 15, 2018 | CPUDeep Learning | —Unverified | 0 |
| 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 |
| MIS-SLAM: Real-time Large Scale Dense Deformable SLAM System in Minimal Invasive Surgery Based on Heterogeneous Computing | Mar 6, 2018 | CPUGPU | —Unverified | 0 |
| Fast Cylinder and Plane Extraction from Depth Cameras for Visual Odometry | Mar 6, 2018 | CPUVisual Odometry | CodeCode Available | 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 |
| BigDataBench: A Scalable and Unified Big Data and AI Benchmark Suite | Feb 23, 2018 | BenchmarkingCPU | —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 |
| Layer-wise synapse optimization for implementing neural networks on general neuromorphic architectures | Feb 20, 2018 | CPU | —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 |
