| The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems | Dec 8, 2020 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning | Dec 8, 2020 | GPU | —Unverified | 0 |
| Computer Stereo Vision for Autonomous Driving | Dec 6, 2020 | Autonomous DrivingCPU | —Unverified | 0 |
| GpuShareSat: a SAT solver using the GPU for clause sharing | Dec 5, 2020 | AllCPU | —Unverified | 0 |
| A Single-Cycle MLP Classifier Using Analog MRAM-based Neurons and Synapses | Dec 4, 2020 | GPU | —Unverified | 0 |
| Batch Group Normalization | Dec 4, 2020 | Domain AdaptationFew-Shot Learning | —Unverified | 0 |
| Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh | Dec 3, 2020 | GPULicense Plate Detection | —Unverified | 0 |
| TrackNetV2: Efficient Shuttlecock Tracking Network | Dec 3, 2020 | GPUSports Ball Detection and Tracking | —Unverified | 0 |
| Increased performance in DDM analysis by calculating structure functions through Fourier transform in time | Dec 2, 2020 | CPUGPU | —Unverified | 0 |
| DA^3:Dynamic Additive Attention Adaption for Memory-EfficientOn-Device Multi-Domain Learning | Dec 2, 2020 | Deep AttentionDomain Adaptation | —Unverified | 0 |
| Chair Segments: A Compact Benchmark for the Study of Object Segmentation | Dec 2, 2020 | GPUimage-classification | CodeCode Available | 0 |
| GCN meets GPU: Decoupling “When to Sample” from “How to Sample” | Dec 1, 2020 | GPU | —Unverified | 0 |
| Displacement-Invariant Cost Computation for Efficient Stereo Matching | Dec 1, 2020 | Autonomous DrivingGPU | —Unverified | 0 |
| Python Workflows on HPC Systems | Dec 1, 2020 | GPU | —Unverified | 0 |
| Toward Accurate Platform-Aware Performance Modeling for Deep Neural Networks | Dec 1, 2020 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging | Dec 1, 2020 | GPU | —Unverified | 0 |
| Fast geometric learning with symbolic matrices | Dec 1, 2020 | GPU | —Unverified | 0 |
| Training Linear Finite-State Machines | Dec 1, 2020 | GPULanguage Modeling | —Unverified | 0 |
| Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm | Nov 30, 2020 | DenoisingGPU | —Unverified | 0 |
| EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference | Nov 28, 2020 | Edge-computingGPU | —Unverified | 0 |
| Towards Fast and Light-Weight Restoration of Dark Images | Nov 28, 2020 | CPUGPU | —Unverified | 0 |
| Multi-objective Neural Architecture Search with Almost No Training | Nov 27, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| Field Trial of a Flexible Real-time Software-defined GPU-based Optical Receiver | Nov 27, 2020 | GPU | —Unverified | 0 |
| DeRF: Decomposed Radiance Fields | Nov 25, 2020 | GPUNeRF | —Unverified | 0 |
| Differentiable Computational Geometry for 2D and 3D machine learning | Nov 22, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 0 |
| Third ArchEdge Workshop: Exploring the Design Space of Efficient Deep Neural Networks | Nov 22, 2020 | GPU | —Unverified | 0 |
| On-Device Text Image Super Resolution | Nov 20, 2020 | Cloud ComputingGPU | —Unverified | 0 |
| Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks | Nov 20, 2020 | GPULanguage Modeling | CodeCode Available | 0 |
| Res-GCNN: A Lightweight Residual Graph Convolutional Neural Networks for Human Trajectory Forecasting | Nov 18, 2020 | Autonomous DrivingGPU | —Unverified | 0 |
| MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation | Nov 16, 2020 | GPUGraph Neural Network | CodeCode Available | 0 |
| FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving | Nov 16, 2020 | Autonomous DrivingGPU | —Unverified | 0 |
| When deep learning models on GPU can be accelerated by taking advantage of unstructured sparsity | Nov 12, 2020 | GPU | —Unverified | 0 |
| Biomedical Named Entity Recognition at Scale | Nov 12, 2020 | De-identificationEntity Resolution | CodeCode Available | 0 |
| Cryo-RALib -- a modular library for accelerating alignment in cryo-EM | Nov 11, 2020 | BenchmarkingGPU | CodeCode Available | 0 |
| Understanding Training Efficiency of Deep Learning Recommendation Models at Scale | Nov 11, 2020 | Deep LearningGPU | —Unverified | 0 |
| Simple means Faster: Real-Time Human Motion Forecasting in Monocular First Person Videos on CPU | Nov 10, 2020 | CPUGPU | —Unverified | 0 |
| Faster object tracking pipeline for real time tracking | Nov 8, 2020 | GPUMulti-Object Tracking | —Unverified | 0 |
| Runtime Performances Benchmark for Knowledge Graph Embedding Methods | Nov 5, 2020 | CPUGPU | —Unverified | 0 |
| Qualities, challenges and future of genetic algorithms: a literature review | Nov 5, 2020 | Artificial LifeGPU | —Unverified | 0 |
| S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation | Nov 4, 2020 | Autonomous DrivingEdge-computing | —Unverified | 0 |
| BGGAN: Bokeh-Glass Generative Adversarial Network for Rendering Realistic Bokeh | Nov 4, 2020 | Bokeh Effect RenderingGenerative Adversarial Network | CodeCode Available | 0 |
| Scheduling Real-time Deep Learning Services as Imprecise Computations | Nov 2, 2020 | Deep LearningGPU | —Unverified | 0 |
| Receptive Field Size Optimization with Continuous Time Pooling | Nov 2, 2020 | GPU | —Unverified | 0 |
| Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task | Nov 1, 2020 | CPUGPU | —Unverified | 0 |
| Empirical Studies of Institutional Federated Learning For Natural Language Processing | Nov 1, 2020 | Federated LearningGPU | —Unverified | 0 |
| On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining | Nov 1, 2020 | Domain AdaptationGPU | —Unverified | 0 |
| Systolic Computing on GPUs for Productive Performance | Oct 29, 2020 | GPU | —Unverified | 0 |
| CRPN-SFNet: A High-Performance Object Detector on Large-Scale Remote Sensing Images | Oct 28, 2020 | GPUObject | —Unverified | 0 |
| Diagnostic data integration using deep neural networks for real-time plasma analysis | Oct 28, 2020 | Data IntegrationDiagnostic | —Unverified | 0 |
| Real-time, Software-Defined, GPU-Based Receiver Field Trial | Oct 27, 2020 | GPU | —Unverified | 0 |