| Improving Panoptic Segmentation at All Scales | Dec 14, 2020 | AllGPU | —Unverified | 0 |
| Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU | Dec 14, 2020 | GPUimage-classification | CodeCode Available | 1 |
| Accelerating Simulation-based Inference with Emerging AI Hardware | Dec 12, 2020 | EpidemiologyGPU | CodeCode Available | 0 |
| Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers | Dec 12, 2020 | BIG-bench Machine LearningCode Classification | —Unverified | 0 |
| How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget | Dec 11, 2020 | GPUPointGoal Navigation | —Unverified | 0 |
| Reinforced Multi-Teacher Selection for Knowledge Distillation | Dec 11, 2020 | GPUKnowledge Distillation | —Unverified | 0 |
| Ensemble-CVDNet: A Deep Learning based End-to-End Classification Framework for COVID-19 Detection using Ensembles of Networks | Dec 9, 2020 | DiagnosticGPU | CodeCode Available | 0 |
| Enhanced Recurrent Neural Tangent Kernels for Non-Time-Series Data | Dec 9, 2020 | GPUTime Series | CodeCode Available | 0 |
| DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning | Dec 8, 2020 | GPU | —Unverified | 0 |
| GPU Accelerated Exhaustive Search for Optimal Ensemble of Black-Box Optimization Algorithms | Dec 8, 2020 | CPUGPU | CodeCode Available | 1 |
| The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems | Dec 8, 2020 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Esophageal Tumor Segmentation in CT Images using Dilated Dense Attention Unet (DDAUnet) | Dec 6, 2020 | GPUTumor Segmentation | CodeCode Available | 1 |
| 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 |
| Batch Group Normalization | Dec 4, 2020 | Domain AdaptationFew-Shot Learning | —Unverified | 0 |
| A Single-Cycle MLP Classifier Using Analog MRAM-based Neurons and Synapses | Dec 4, 2020 | GPU | —Unverified | 0 |
| Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning | Dec 4, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| TrackNetV2: Efficient Shuttlecock Tracking Network | Dec 3, 2020 | GPUSports Ball Detection and Tracking | —Unverified | 0 |
| Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh | Dec 3, 2020 | GPULicense Plate Detection | —Unverified | 0 |
| Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution | Dec 2, 2020 | Causal InferenceGPU | CodeCode Available | 1 |
| Increased performance in DDM analysis by calculating structure functions through Fourier transform in time | Dec 2, 2020 | CPUGPU | —Unverified | 0 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 |
| 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 |
| Displacement-Invariant Cost Computation for Efficient Stereo Matching | Dec 1, 2020 | Autonomous DrivingGPU | —Unverified | 0 |
| Toward Accurate Platform-Aware Performance Modeling for Deep Neural Networks | Dec 1, 2020 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Python Workflows on HPC Systems | Dec 1, 2020 | GPU | —Unverified | 0 |
| Fast geometric learning with symbolic matrices | Dec 1, 2020 | GPU | —Unverified | 0 |
| GCN meets GPU: Decoupling “When to Sample” from “How to Sample” | Dec 1, 2020 | GPU | —Unverified | 0 |
| CLEARER: Multi-Scale Neural Architecture Search for Image Restoration | Dec 1, 2020 | DenoisingGPU | CodeCode Available | 1 |
| Training Linear Finite-State Machines | Dec 1, 2020 | GPULanguage Modeling | —Unverified | 0 |
| UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging | Dec 1, 2020 | GPU | —Unverified | 0 |
| Auto Learning Attention | Dec 1, 2020 | GPUimage-classification | CodeCode Available | 1 |
| JAX MD: A Framework for Differentiable Physics | Dec 1, 2020 | GPU | CodeCode Available | 2 |
| Deep learning approach to left ventricular non-compaction measurement | Nov 30, 2020 | CPUDeep Learning | CodeCode Available | 1 |
| Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm | Nov 30, 2020 | DenoisingGPU | —Unverified | 0 |
| Scaling Down Deep Learning with MNIST-1D | Nov 29, 2020 | CPUDeep Learning | CodeCode Available | 1 |
| Towards Fast and Light-Weight Restoration of Dark Images | Nov 28, 2020 | CPUGPU | —Unverified | 0 |
| EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference | Nov 28, 2020 | Edge-computingGPU | —Unverified | 0 |
| Field Trial of a Flexible Real-time Software-defined GPU-based Optical Receiver | Nov 27, 2020 | GPU | —Unverified | 0 |
| Multi-objective Neural Architecture Search with Almost No Training | Nov 27, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers | Nov 27, 2020 | GPU | CodeCode Available | 1 |
| Fast Region Proposal Learning for Object Detection for Robotics | Nov 25, 2020 | GPUObject | CodeCode Available | 1 |
| DeRF: Decomposed Radiance Fields | Nov 25, 2020 | GPUNeRF | —Unverified | 0 |
| Cross-Camera Convolutional Color Constancy | Nov 24, 2020 | Color ConstancyCPU | CodeCode Available | 1 |
| MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition | Nov 24, 2020 | GPUImage Matting | CodeCode Available | 2 |
| Third ArchEdge Workshop: Exploring the Design Space of Efficient Deep Neural Networks | Nov 22, 2020 | GPU | —Unverified | 0 |
| Differentiable Computational Geometry for 2D and 3D machine learning | Nov 22, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 0 |
| Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks | Nov 20, 2020 | GPULanguage Modeling | CodeCode Available | 0 |
| On-Device Text Image Super Resolution | Nov 20, 2020 | Cloud ComputingGPU | —Unverified | 0 |