| FastDepth: Fast Monocular Depth Estimation on Embedded Systems | Mar 8, 2019 | CPUDecoder | CodeCode Available | 0 |
| Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report) | Mar 8, 2019 | AllCPU | CodeCode Available | 0 |
| SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems | Mar 7, 2019 | CPUGPU | CodeCode Available | 1 |
| Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM | Mar 6, 2019 | Bayesian InferenceCPU | —Unverified | 0 |
| GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding | Mar 2, 2019 | CPUDimensionality Reduction | CodeCode Available | 0 |
| Application-level Studies of Cellular Neural Network-based Hardware Accelerators | Feb 28, 2019 | CPU | —Unverified | 0 |
| Learning to See the Wood for the Trees: Deep Laser Localization in Urban and Natural Environments on a CPU | Feb 26, 2019 | CPULoop Closure Detection | —Unverified | 0 |
| A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks | Feb 23, 2019 | CPU | CodeCode Available | 0 |
| Efficient Memory Management for GPU-based Deep Learning Systems | Feb 19, 2019 | CPUDeep Learning | —Unverified | 0 |
| From Dark Matter to Galaxies with Convolutional Networks | Feb 15, 2019 | CPU | CodeCode Available | 0 |
