| FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques | Mar 13, 2020 | ClassificationCPU | CodeCode Available | 0 |
| Coronary Artery Segmentation from Intravascular Optical Coherence Tomography Using Deep Capsules | Mar 13, 2020 | Coronary Artery SegmentationCPU | —Unverified | 0 |
| Boosting Frank-Wolfe by Chasing Gradients | Mar 13, 2020 | CPU | CodeCode Available | 0 |
| Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems | Mar 12, 2020 | CPUGPU | CodeCode Available | 0 |
| A new method for faster and more accurate inference of species associations from big community data | Mar 11, 2020 | CPUGPU | CodeCode Available | 1 |
| Training-Set Distillation for Real-Time UAV Object Tracking | Mar 11, 2020 | CPUObject | CodeCode Available | 0 |
| Efficient Intent Detection with Dual Sentence Encoders | Mar 10, 2020 | CPUIntent Detection | CodeCode Available | 1 |
| SDVTracker: Real-Time Multi-Sensor Association and Tracking for Self-Driving Vehicles | Mar 9, 2020 | Autonomous VehiclesComputational Efficiency | —Unverified | 0 |
| Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild | Mar 8, 2020 | CPUDomain Generalization | CodeCode Available | 1 |
| Bundle Adjustment on a Graph Processor | Mar 6, 2020 | CPU | CodeCode Available | 1 |
| Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications | Mar 5, 2020 | CPUGPU | —Unverified | 0 |
| Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures: A Machine Learning Based Approach | Mar 5, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| FLIC: Fast Lidar Image Clustering | Mar 1, 2020 | Autonomous DrivingClustering | —Unverified | 0 |
| A Note on Latency Variability of Deep Neural Networks for Mobile Inference | Feb 29, 2020 | CPU | —Unverified | 0 |
| Towards a Geometry Automated Provers Competition | Feb 28, 2020 | Automated Theorem ProvingCPU | —Unverified | 0 |
| Controllable Sequence-To-Sequence Neural TTS with LPCNET Backend for Real-time Speech Synthesis on CPU | Feb 25, 2020 | CPUProsody Prediction | —Unverified | 0 |
| HFL: Hybrid Fuzzing on the Linux Kernel | Feb 24, 2020 | CPU | —Unverified | 0 |
| TFApprox: Towards a Fast Emulation of DNN Approximate Hardware Accelerators on GPU | Feb 21, 2020 | CPUGPU | CodeCode Available | 1 |
| Scalable Second Order Optimization for Deep Learning | Feb 20, 2020 | CPUDeep Learning | CodeCode Available | 0 |
| Neural Network Compression Framework for fast model inference | Feb 20, 2020 | BinarizationCPU | CodeCode Available | 2 |
| A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANs | Feb 19, 2020 | CPUGenerative Adversarial Network | CodeCode Available | 0 |
| Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration | Feb 18, 2020 | CPUGPU | —Unverified | 0 |
| Computational optimization of convolutional neural networks using separated filters architecture | Feb 18, 2020 | CPUGPU | —Unverified | 0 |
| How to 0wn NAS in Your Spare Time | Feb 17, 2020 | CPUDeep Learning | CodeCode Available | 0 |
| Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaS | Feb 15, 2020 | CPUMalware Detection | —Unverified | 0 |
| CSM-NN: Current Source Model Based Logic Circuit Simulation -- A Neural Network Approach | Feb 13, 2020 | CPUGPU | —Unverified | 0 |
| Training Large Neural Networks with Constant Memory using a New Execution Algorithm | Feb 13, 2020 | CPUDistributed Optimization | CodeCode Available | 1 |
| LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 |
| Real-Time Semantic Background Subtraction | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 |
| A Single RGB Camera Based Gait Analysis with a Mobile Tele-Robot for Healthcare | Feb 11, 2020 | CPUPose Estimation | —Unverified | 0 |
| FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA | Feb 9, 2020 | Audio GenerationAudio Synthesis | —Unverified | 0 |
| GPU acceleration of NL-means, BM3D and VBM3D | Feb 7, 2020 | CPUDenoising | —Unverified | 0 |
| FPGA Acceleration of Sequence Alignment: A Survey | Feb 5, 2020 | CPUSurvey | —Unverified | 0 |
| On the impact of selected modern deep-learning techniques to the performance and celerity of classification models in an experimental high-energy physics use case | Feb 3, 2020 | CPUData Augmentation | CodeCode Available | 0 |
| Developing a gender classification approach in human face images using modified local binary patterns and tani-moto based nearest neighbor algorithm | Jan 29, 2020 | CPUGender Classification | —Unverified | 0 |
| Online LiDAR-SLAM for Legged Robots with Robust Registration and Deep-Learned Loop Closure | Jan 28, 2020 | CPU | —Unverified | 0 |
| Energy-Efficient Offloading in Delay-Constrained Massive MIMO Enabled Edge Network Using Data Partitioning | Jan 22, 2020 | CPUEdge-computing | —Unverified | 0 |
| Accelerating supply chains with Ant Colony Optimization across range of hardware solutions | Jan 22, 2020 | CPU | —Unverified | 0 |
| Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread | Jan 22, 2020 | CPUimage-classification | —Unverified | 0 |
| Depth-Based Selective Blurring in Stereo Images Using Accelerated Framework | Jan 21, 2020 | CPUDisparity Estimation | CodeCode Available | 0 |
| Implementing a GPU-based parallel MAX-MIN Ant System | Jan 18, 2020 | Combinatorial OptimizationCPU | CodeCode Available | 0 |
| Approximating Activation Functions | Jan 17, 2020 | CPU | —Unverified | 0 |
| Fast Generation of Big Random Binary Trees | Jan 13, 2020 | CPU | —Unverified | 0 |
| Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU | Jan 3, 2020 | CPUGPU | CodeCode Available | 1 |
| Rapid prediction of crucial hotspot interactions for icosahedral viral capsid self-assembly by energy landscape atlasing validated by mutagenesis | Jan 2, 2020 | CPU | CodeCode Available | 0 |
| Boosting Deep Neural Network Efficiency with Dual-Module Inference | Jan 1, 2020 | CPU | —Unverified | 0 |
| Towards Accurate Post-training Network Quantization via Bit-Split and Stitching | Jan 1, 2020 | CPUGPU | CodeCode Available | 1 |
| GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platforms | Dec 31, 2019 | CPURepresentation Learning | CodeCode Available | 0 |
| Real-time Segmentation and Facial Skin Tones Grading | Dec 30, 2019 | CPU | CodeCode Available | 0 |
| nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks | Dec 27, 2019 | CPUGPU | CodeCode Available | 0 |