| 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 |
| Dynamic GPU Energy Optimization for Machine Learning Training Workloads | Jan 5, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Analyzing Micro-Founded General Equilibrium Models with Many Agents using Deep Reinforcement Learning | Jan 3, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Scalable semi-supervised dimensionality reduction with GPU-accelerated EmbedSOM | Jan 3, 2022 | Data VisualizationDimensionality Reduction | CodeCode Available | 1 |
| Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space | Jan 3, 2022 | GPU | CodeCode Available | 2 |
| Recurring the Transformer for Video Action Recognition | Jan 1, 2022 | Action RecognitionGPU | —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 |
| ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo | Jan 1, 2022 | 4kGPU | CodeCode Available | 1 |
| INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation | Jan 1, 2022 | CPUGPU | —Unverified | 0 |
| 360MonoDepth: High-Resolution 360deg Monocular Depth Estimation | Jan 1, 2022 | 2kDepth Estimation | CodeCode Available | 2 |
| Searching the Deployable Convolution Neural Networks for GPUs | Jan 1, 2022 | GPUNeural Architecture Search | —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 |
| GPU-accelerated Faster Mean Shift with euclidean distance metrics | Dec 27, 2021 | ClusteringGPU | CodeCode Available | 1 |
| GREED: A Neural Framework for Learning Graph Distance Functions | Dec 24, 2021 | CPUGPU | CodeCode Available | 1 |
| 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 |
| PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization | Dec 20, 2021 | CPUData Augmentation | CodeCode Available | 0 |
| A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods | Dec 20, 2021 | ClusteringCPU | —Unverified | 0 |