| Cardinality Estimation in a Virtualized Network Device Using Online Machine Learning | Mar 13, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution | Mar 12, 2019 | CPUQuantization | —Unverified | 0 |
| Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop | Mar 12, 2019 | CPU | —Unverified | 0 |
| A Deep Learning Based Resource Allocation Scheme in Vehicular Communication Systems | Mar 10, 2019 | CPUregression | —Unverified | 0 |
| 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 |
| 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 |
| Salus: Fine-Grained GPU Sharing Primitives for Deep Learning Applications | Feb 12, 2019 | CPUDeep Learning | CodeCode Available | 0 |
| Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution | Feb 6, 2019 | CPUTime Series | CodeCode Available | 0 |
| An end-to-end Generative Retrieval Method for Sponsored Search Engine --Decoding Efficiently into a Closed Target Domain | Feb 2, 2019 | CPUDecoder | —Unverified | 0 |
| Efficient Toxicity Prediction via Simple Features Using Shallow Neural Networks and Decision Trees | Jan 26, 2019 | CPUGPU | —Unverified | 0 |
| MOANA: An Online Learned Adaptive Appearance Model for Robust Multiple Object Tracking in 3D | Jan 9, 2019 | 3D geometryCPU | —Unverified | 0 |
| Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time Apps | Jan 8, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Supervised Neural Networks for Helioseismic Ring-Diagram Inversions | Jan 6, 2019 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Vector and Line Quantization for Billion-scale Similarity Search on GPUs | Jan 2, 2019 | CPUGPU | CodeCode Available | 0 |
| BMF: Block matrix approach to factorization of large scale data | Jan 2, 2019 | CPUGPU | —Unverified | 0 |
| FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review | Jan 1, 2019 | CPUDeep Learning | —Unverified | 0 |
| Fast Perceptual Image Enhancement | Dec 31, 2018 | CPUImage Enhancement | CodeCode Available | 0 |
| Learning to Design RNA | Dec 31, 2018 | CPUDeep Reinforcement Learning | CodeCode Available | 0 |
