| Out-of-core Training for Extremely Large-Scale Neural Networks With Adaptive Window-Based Scheduling | Oct 27, 2020 | GPUScheduling | —Unverified | 0 |
| Global Image Segmentation Process using Machine Learning algorithm & Convolution Neural Network method for Self- Driving Vehicles | Oct 26, 2020 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| Flexible Piecewise Curves Estimation for Photo Enhancement | Oct 26, 2020 | GPU | —Unverified | 0 |
| Wavelet Flow: Fast Training of High Resolution Normalizing Flows | Oct 26, 2020 | GPUSuper-Resolution | CodeCode Available | 0 |
| Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation Training | Oct 25, 2020 | CPUGPU | —Unverified | 0 |
| AlphaGAN: Fully Differentiable Architecture Searchfor Generative Adversarial Networks | Oct 23, 2020 | GPU | —Unverified | 0 |
| Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks | Oct 23, 2020 | GPULink Prediction | —Unverified | 0 |
| ResNet or DenseNet? Introducing Dense Shortcuts to ResNet | Oct 23, 2020 | GPUPhilosophy | CodeCode Available | 0 |
| Mixed-Precision Embedding Using a Cache | Oct 21, 2020 | GPUQuantization | —Unverified | 0 |
| Performance Prediction for Convolutional Neural Networks in Edge Devices | Oct 21, 2020 | GPUPrediction | —Unverified | 0 |
| Performance of Transfer Learning Model vs. Traditional Neural Network in Low System Resource Environment | Oct 20, 2020 | GPUNER | —Unverified | 0 |
| Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters | Oct 20, 2020 | GPU | —Unverified | 0 |
| Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound | Oct 19, 2020 | GPUImage Segmentation | —Unverified | 0 |
| Scalable Evolution Strategies Pipeline for Solving the Vehicle Routing Problem | Oct 17, 2020 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment | Oct 17, 2020 | GPUSelf-Driving Cars | —Unverified | 0 |
| G-DARTS-A: Groups of Channel Parallel Sampling with Attention | Oct 16, 2020 | GPU | —Unverified | 0 |
| Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis | Oct 16, 2020 | CPUGPU | CodeCode Available | 0 |
| A spatial model checker in GPU (extended version) | Oct 14, 2020 | GPUmodel | —Unverified | 0 |
| Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture | Oct 14, 2020 | CPUGPU | CodeCode Available | 0 |
| Scalable Graph Networks for Particle Simulations | Oct 14, 2020 | GPU | CodeCode Available | 0 |
| A Lightweight Speaker Recognition System Using Timbre Properties | Oct 12, 2020 | GPUSpeaker Identification | —Unverified | 0 |
| PaGraph: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning | Oct 12, 2020 | CPUGPU | —Unverified | 0 |
| Concurrent Alternating Least Squares for multiple simultaneous Canonical Polyadic Decompositions | Oct 9, 2020 | GPU | CodeCode Available | 0 |
| WHO 2016 subtyping and automated segmentation of glioma using multi-task deep learning | Oct 9, 2020 | Decision MakingGPU | —Unverified | 0 |
| TurboTransformers: An Efficient GPU Serving System For Transformer Models | Oct 9, 2020 | GPUManagement | —Unverified | 0 |
| LETI: Latency Estimation Tool and Investigation of Neural Networks inference on Mobile GPU | Oct 6, 2020 | CPUGPU | —Unverified | 0 |
| Efficient Inference For Neural Machine Translation | Oct 6, 2020 | CPUDecoder | —Unverified | 0 |
| Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images | Oct 6, 2020 | GPUImage Generation | —Unverified | 0 |
| Joint Scene and Object Tracking for Cost-Effective Augmented Reality Assisted Patient Positioning in Radiation Therapy | Oct 5, 2020 | CPUGPU | —Unverified | 0 |
| Diagonal Memory Optimisation for Machine Learning on Micro-controllers | Oct 4, 2020 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| NLP Service APIs and Models for Efficient Registration of New Clients | Oct 4, 2020 | GPULanguage Modeling | —Unverified | 0 |
| One Reflection Suffice | Sep 30, 2020 | GPU | —Unverified | 0 |
| Benchmark for Anonymous Video Analytics | Sep 30, 2020 | Age and Gender EstimationCPU | —Unverified | 0 |
| Grow-Push-Prune: aligning deep discriminants for effective structural network compression | Sep 29, 2020 | GPU | —Unverified | 0 |
| Differentiate Everything with a Reversible Domain-Specific Language | Sep 28, 2020 | GPU | —Unverified | 0 |
| Accelerating Multi-Model Inference by Merging DNNs of Different Weights | Sep 28, 2020 | GPUTransfer Learning | —Unverified | 0 |
| FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads | Sep 23, 2020 | Code GenerationCPU | —Unverified | 0 |
| Visual Methods for Sign Language Recognition: A Modality-Based Review | Sep 22, 2020 | GPUSign Language Recognition | —Unverified | 0 |
| MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search | Sep 19, 2020 | GPUNeural Architecture Search | CodeCode Available | 0 |
| BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search | Sep 18, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| Generating Efficient DNN-Ensembles with Evolutionary Computation | Sep 18, 2020 | CPUEnsemble Learning | —Unverified | 0 |
| Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation | Sep 18, 2020 | GPUGraph Neural Network | —Unverified | 0 |
| Hardware Accelerator for Multi-Head Attention and Position-Wise Feed-Forward in the Transformer | Sep 18, 2020 | GPUPosition | —Unverified | 0 |
| Real-Time Execution of Large-scale Language Models on Mobile | Sep 15, 2020 | CPUEdge-computing | —Unverified | 0 |
| Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet | Sep 15, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| DANCE: Differentiable Accelerator/Network Co-Exploration | Sep 14, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| Accelerating Graph Sampling for Graph Machine Learning using GPUs | Sep 14, 2020 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition | Sep 14, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| AutoML for Multilayer Perceptron and FPGA Co-design | Sep 14, 2020 | AutoMLGPU | —Unverified | 0 |
| A Survey of FPGA-Based Robotic Computing | Sep 13, 2020 | Autonomous VehiclesCPU | —Unverified | 0 |