| Relation order histograms as a network embedding tool | Jun 9, 2021 | GPUGraph Classification | CodeCode Available | 0 |
| Stein ICP for Uncertainty Estimation in Point Cloud Matching | Jun 7, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Mathematical Vocoder Algorithm : Modified Spectral Inversion for Efficient Neural Speech Synthesis | Jun 6, 2021 | CPUGPU | —Unverified | 0 |
| Optimizing Bayesian Recurrent Neural Networks on an FPGA-based Accelerator | Jun 4, 2021 | GPUTime Series Analysis | —Unverified | 0 |
| Layered gradient accumulation and modular pipeline parallelism: fast and efficient training of large language models | Jun 4, 2021 | GPU | —Unverified | 0 |
| NVC-Net: End-to-End Adversarial Voice Conversion | Jun 2, 2021 | GPUSpeech Synthesis | CodeCode Available | 0 |
| Improving Continuous Normalizing Flows using a Multi-Resolution Framework | Jun 2, 2021 | Density EstimationGPU | —Unverified | 0 |
| Optimization of Heterogeneous Systems with AI Planning Heuristics and Machine Learning: A Performance and Energy Aware Approach | Jun 2, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Markov Localisation using Heatmap Regression and Deep Convolutional Odometry | Jun 1, 2021 | GPUregression | —Unverified | 0 |
| Concurrent Adversarial Learning for Large-Batch Training | Jun 1, 2021 | Data AugmentationGPU | —Unverified | 0 |
| Parallelized Computation and Backpropagation Under Angle-Parametrized Orthogonal Matrices | May 30, 2021 | GPU | —Unverified | 0 |
| High Performance Hyperspectral Image Classification using Graphics Processing Units | May 30, 2021 | ClassificationCPU | —Unverified | 0 |
| Tesseract: Parallelize the Tensor Parallelism Efficiently | May 30, 2021 | GPULanguage Modelling | —Unverified | 0 |
| Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval | May 28, 2021 | BIG-bench Machine LearningEdge-computing | CodeCode Available | 0 |
| About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data Annotations | May 28, 2021 | DiversityGPU | CodeCode Available | 0 |
| Embedded Vision for Self-Driving on Forest Roads | May 27, 2021 | GPUInstance Segmentation | —Unverified | 0 |
| TENSILE: A Tensor granularity dynamic GPU memory scheduling method toward multiple dynamic workloads system | May 27, 2021 | Deep LearningGPU | —Unverified | 0 |
| The Imaginative Generative Adversarial Network: Automatic Data Augmentation for Dynamic Skeleton-Based Hand Gesture and Human Action Recognition | May 27, 2021 | Action RecognitionData Augmentation | —Unverified | 0 |
| Sequence Parallelism: Long Sequence Training from System Perspective | May 26, 2021 | GPU | —Unverified | 0 |
| Providing Meaningful Data Summarizations Using Exemplar-based Clustering in Industry 4.0 | May 25, 2021 | ClusteringCPU | —Unverified | 0 |
| Real-time Monocular Depth Estimation with Sparse Supervision on Mobile | May 25, 2021 | Autonomous VehiclesDepth Estimation | —Unverified | 0 |
| FNAS: Uncertainty-Aware Fast Neural Architecture Search | May 25, 2021 | FairnessGPU | —Unverified | 0 |
| Guidance and Teaching Network for Video Salient Object Detection | May 21, 2021 | GPUObject | —Unverified | 0 |
| GNNIE: GNN Inference Engine with Load-balancing and Graph-Specific Caching | May 21, 2021 | CPUGPU | —Unverified | 0 |
| BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer | May 19, 2021 | AllGPU | CodeCode Available | 0 |
| Free Energy Node Embedding via Generalized Skip-gram with Negative Sampling | May 19, 2021 | ClusteringGPU | CodeCode Available | 0 |
| Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report | May 17, 2021 | GPUSuper-Resolution | —Unverified | 0 |
| Doc2Dict: Information Extraction as Text Generation | May 16, 2021 | GPULanguage Modeling | CodeCode Available | 0 |
| On the reproducibility of fully convolutional neural networks for modeling time-space evolving physical systems | May 12, 2021 | GPU | CodeCode Available | 0 |
| ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS | May 11, 2021 | GPUManagement | —Unverified | 0 |
| Designing Air Flow with Surrogate-assisted Phenotypic Niching | May 10, 2021 | DiversityGPU | —Unverified | 0 |
| Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | —Unverified | 0 |
| PIM-DRAM: Accelerating Machine Learning Workloads using Processing in Commodity DRAM | May 8, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection | May 6, 2021 | Action DetectionGPU | CodeCode Available | 0 |
| Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices | May 6, 2021 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge | May 5, 2021 | GPU | —Unverified | 0 |
| VersaGNN: a Versatile accelerator for Graph neural networks | May 4, 2021 | CPUGPU | —Unverified | 0 |
| Improved Real-Time Monocular SLAM Using Semantic Segmentation on Selective Frames | Apr 30, 2021 | Autonomous DrivingCPU | —Unverified | 0 |
| ELF-VC: Efficient Learned Flexible-Rate Video Coding | Apr 29, 2021 | Computational EfficiencyGPU | —Unverified | 0 |
| Distributed Multigrid Neural Solvers on Megavoxel Domains | Apr 29, 2021 | CPUGPU | —Unverified | 0 |
| NURBS-Diff: A Differentiable Programming Module for NURBS | Apr 29, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| PAFNet: An Efficient Anchor-Free Object Detector Guidance | Apr 28, 2021 | CPUGPU | —Unverified | 0 |
| BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data | Apr 27, 2021 | Audio Signal ProcessingBIG-bench Machine Learning | —Unverified | 0 |
| VM-MODNet: Vehicle Motion aware Moving Object Detection for Autonomous Driving | Apr 22, 2021 | Autonomous DrivingGPU | —Unverified | 0 |
| Seastar: vertex-centric programming for graph neural networks | Apr 21, 2021 | GPUGraph Clustering | —Unverified | 0 |
| PocketNet: A Smaller Neural Network for Medical Image Analysis | Apr 21, 2021 | Deep LearningGPU | CodeCode Available | 0 |
| Accelerating SpMM Kernel with Cache-First Edge Sampling for Graph Neural Networks | Apr 21, 2021 | GPU | —Unverified | 0 |
| Coarse-to-Fine Searching for Efficient Generative Adversarial Networks | Apr 19, 2021 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table | Apr 17, 2021 | CPUGPU | CodeCode Available | 0 |
| Cycle-free CycleGAN using Invertible Generator for Unsupervised Low-Dose CT Denoising | Apr 17, 2021 | Computed Tomography (CT)Denoising | —Unverified | 0 |