| 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 |