| 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 |
| Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs | Dec 20, 2021 | GPUNeRF | CodeCode Available | 1 |
| High-Resolution Image Synthesis with Latent Diffusion Models | Dec 20, 2021 | DenoisingGPU | CodeCode Available | 4 |
| NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems | Dec 20, 2021 | BIG-bench Machine LearningChunking | CodeCode Available | 1 |
| 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 |
| GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor | Dec 19, 2021 | Computational EfficiencyCPU | CodeCode Available | 1 |
| GPEX, A Framework For Interpreting Artificial Neural Networks | Dec 18, 2021 | Gaussian ProcessesGPU | CodeCode Available | 0 |
| Exploring the Impact of Virtualization on the Usability of the Deep Learning Applications | Dec 17, 2021 | CPUGPU | —Unverified | 0 |
| Reproducible and Portable Big Data Analytics in the Cloud | Dec 17, 2021 | Cloud ComputingCPU | CodeCode Available | 0 |
| Use Image Clustering to Facilitate Technology Assisted Review | Dec 16, 2021 | ClusteringGPU | —Unverified | 0 |
| BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing | Dec 16, 2021 | GPUGraph Property Prediction | —Unverified | 0 |
| Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time | Dec 13, 2021 | GPU | —Unverified | 0 |
| FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance | Dec 13, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| N-Cloth: Predicting 3D Cloth Deformation with Mesh-Based Networks | 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 |
| Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph | Dec 11, 2021 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning | Dec 11, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| GPU-accelerated image alignment for object detection in industrial applications | Dec 10, 2021 | CPUGPU | —Unverified | 0 |
| Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection | Dec 9, 2021 | Edge-computingGPU | —Unverified | 0 |
| GPU backed Data Mining on Android Devices | Dec 9, 2021 | GPU | —Unverified | 0 |
| GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision | Dec 7, 2021 | GPUPose Estimation | —Unverified | 0 |
| Parallel Discrete Convolutions on Adaptive Particle Representations of Images | Dec 7, 2021 | CPUGPU | —Unverified | 0 |
| FleetX | Dec 6, 2021 | CPUDistributed Computing | —Unverified | 0 |
| Manas: Mining Software Repositories to Assist AutoML | Dec 6, 2021 | AutoMLGPU | CodeCode Available | 0 |
| Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings | Dec 6, 2021 | Drug DiscoveryGPU | —Unverified | 0 |