| 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 |
| BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing | Dec 16, 2021 | GPUGraph Property Prediction | —Unverified | 0 |
| Use Image Clustering to Facilitate Technology Assisted Review | Dec 16, 2021 | ClusteringGPU | —Unverified | 0 |
| N-Cloth: Predicting 3D Cloth Deformation with Mesh-Based Networks | Dec 13, 2021 | GPU | —Unverified | 0 |
| Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time | Dec 13, 2021 | GPU | —Unverified | 0 |
| Large-scale GPU-based network analysis of the human T-cell receptor repertoire | Dec 13, 2021 | GPU | —Unverified | 0 |
| GPU-accelerated image alignment for object detection in industrial applications | Dec 10, 2021 | CPUGPU | —Unverified | 0 |
| GPU backed Data Mining on Android Devices | Dec 9, 2021 | GPU | —Unverified | 0 |
| Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection | Dec 9, 2021 | Edge-computingGPU | —Unverified | 0 |
| Parallel Discrete Convolutions on Adaptive Particle Representations of Images | Dec 7, 2021 | CPUGPU | —Unverified | 0 |
| GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision | Dec 7, 2021 | GPUPose Estimation | —Unverified | 0 |
| FleetX | Dec 6, 2021 | CPUDistributed Computing | —Unverified | 0 |
| End-to-end Adaptive Distributed Training on PaddlePaddle | Dec 6, 2021 | CPUGPU | —Unverified | 0 |
| Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings | Dec 6, 2021 | Drug DiscoveryGPU | —Unverified | 0 |
| Manas: Mining Software Repositories to Assist AutoML | Dec 6, 2021 | AutoMLGPU | CodeCode Available | 0 |
| Boosting Mobile CNN Inference through Semantic Memory | Dec 5, 2021 | CPUGPU | —Unverified | 0 |
| Machine Learning Subsystem for Autonomous Collision Avoidance on a small UAS with Embedded GPU | Dec 3, 2021 | Collision AvoidanceDepth Estimation | —Unverified | 0 |
| Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods | Dec 1, 2021 | CPUGPU | —Unverified | 0 |
| Low-Fidelity Video Encoder Optimization for Temporal Action Localization | Dec 1, 2021 | Action ClassificationAction Localization | —Unverified | 0 |
| MAPLE: Microprocessor A Priori for Latency Estimation | Nov 30, 2021 | CPUDomain Adaptation | —Unverified | 0 |
| VPFNet: Improving 3D Object Detection with Virtual Point based LiDAR and Stereo Data Fusion | Nov 29, 2021 | 3D Object DetectionData Augmentation | —Unverified | 0 |
| Building extraction with vision transformer | Nov 29, 2021 | GPUImage Classification | —Unverified | 0 |
| Performance of a GPU- and Time-Efficient Pseudo 3D Network for Magnetic Resonance Image Super-Resolution and Motion Artifact Reduction | Nov 28, 2021 | GPUImage Restoration | —Unverified | 0 |
| A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities | Nov 28, 2021 | Deep LearningGPU | —Unverified | 0 |
| MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection | Nov 26, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements | Nov 26, 2021 | GPUOrgan Segmentation | CodeCode Available | 0 |