| A Simulation Platform for Multi-tenant Machine Learning Services on Thousands of GPUs | Jan 10, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| GhostNets on Heterogeneous Devices via Cheap Operations | Jan 10, 2022 | CPUGPU | CodeCode Available | 0 |
| A three-dimensional dual-domain deep network for high-pitch and sparse helical CT reconstruction | Jan 7, 2022 | CT ReconstructionGPU | —Unverified | 0 |
| A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models | Jan 6, 2022 | GPUMultimodal Association | —Unverified | 0 |
| Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising | Jan 5, 2022 | Click-Through Rate PredictionCPU | —Unverified | 0 |
| Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems | Jan 5, 2022 | GPUobject-detection | —Unverified | 0 |
| Analyzing Micro-Founded General Equilibrium Models with Many Agents using Deep Reinforcement Learning | Jan 3, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Recurring the Transformer for Video Action Recognition | Jan 1, 2022 | Action RecognitionGPU | —Unverified | 0 |
| Searching the Deployable Convolution Neural Networks for GPUs | Jan 1, 2022 | GPUNeural Architecture Search | —Unverified | 0 |
| Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device | Jan 1, 2022 | GPUSegmentation | —Unverified | 0 |
| INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation | Jan 1, 2022 | CPUGPU | —Unverified | 0 |
| Scalable Deep Graph Clustering with Random-walk based Self-supervised Learning | Dec 31, 2021 | ClusteringDeep Clustering | —Unverified | 0 |
| Elastic 3D Wavefield Simulation on budget GPUs using the GLSL shading language | Dec 30, 2021 | CPUGPU | CodeCode Available | 0 |
| Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction | Dec 28, 2021 | GPUQuantization | —Unverified | 0 |
| DARTS without a Validation Set: Optimizing the Marginal Likelihood | Dec 24, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Distilling the Knowledge of Romanian BERTs Using Multiple Teachers | Dec 23, 2021 | Dialect IdentificationGPU | CodeCode Available | 0 |
| SOLIS -- The MLOps journey from data acquisition to actionable insights | Dec 22, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm | Dec 20, 2021 | GPU | CodeCode Available | 0 |
| A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods | Dec 20, 2021 | ClusteringCPU | —Unverified | 0 |
| PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization | Dec 20, 2021 | CPUData Augmentation | CodeCode Available | 0 |
| Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing | Dec 19, 2021 | GPULanguage Modelling | —Unverified | 0 |
| Efficient Strong Scaling Through Burst Parallel Training | Dec 19, 2021 | GPU | —Unverified | 0 |
| GPEX, A Framework For Interpreting Artificial Neural Networks | Dec 18, 2021 | Gaussian ProcessesGPU | CodeCode Available | 0 |
| Reproducible and Portable Big Data Analytics in the Cloud | Dec 17, 2021 | Cloud ComputingCPU | CodeCode Available | 0 |
| Exploring the Impact of Virtualization on the Usability of the Deep Learning Applications | Dec 17, 2021 | CPUGPU | —Unverified | 0 |