| Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor | Nov 1, 2022 | GPUNeural Architecture Search | CodeCode Available | 0 |
| DanZero: Mastering GuanDan Game with Reinforcement Learning | Oct 31, 2022 | Card GamesGPU | —Unverified | 0 |
| Fast and parallel decoding for transducer | Oct 31, 2022 | GPUspeech-recognition | —Unverified | 0 |
| An open-source software package for on-the-fly deskewing and live viewing of volumetric lightsheet microscopy data | Oct 31, 2022 | GPUNavigate | CodeCode Available | 0 |
| A 5G Enabled Adaptive Computing Workflow for Greener Power Grid | Oct 31, 2022 | Cloud ComputingEdge-computing | —Unverified | 0 |
| LAD-RCNN:A Powerful Tool for Livestock Face Detection and Normalization | Oct 31, 2022 | Face DetectionFace Identification | CodeCode Available | 0 |
| The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science | Oct 31, 2022 | CPUGPU | —Unverified | 0 |
| Tech Report: One-stage Lightweight Object Detectors | Oct 31, 2022 | CPUGPU | —Unverified | 0 |
| LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning | Oct 29, 2022 | GPUMulti-agent Reinforcement Learning | —Unverified | 0 |
| Recursive Reasoning in Minimax Games: A Level k Gradient Play Method | Oct 29, 2022 | GPUImage Generation | CodeCode Available | 0 |
| Feature Engineering vs BERT on Twitter Data | Oct 28, 2022 | Feature EngineeringGPU | —Unverified | 0 |
| AD-DMKDE: Anomaly Detection through Density Matrices and Fourier Features | Oct 26, 2022 | Anomaly DetectionDensity Estimation | CodeCode Available | 0 |
| Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance | Oct 26, 2022 | Computed Tomography (CT)GPU | CodeCode Available | 0 |
| Comparing neural network training performance between Elixir and Python | Oct 25, 2022 | GPU | —Unverified | 0 |
| Progressively refined deep joint registration segmentation (ProRSeg) of gastrointestinal organs at risk: Application to MRI and cone-beam CT | Oct 25, 2022 | GPU | —Unverified | 0 |
| DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection | Oct 25, 2022 | CPUGPU | —Unverified | 0 |
| End-to-end Transformer for Compressed Video Quality Enhancement | Oct 25, 2022 | GPU | —Unverified | 0 |
| Large Batch and Patch Size Training for Medical Image Segmentation | Oct 24, 2022 | GPUImage Segmentation | —Unverified | 0 |
| Efficiently Trained Low-Resource Mongolian Text-to-Speech System Based On FullConv-TTS | Oct 24, 2022 | Data AugmentationGPU | —Unverified | 0 |
| Benchmarking GPU and TPU Performance with Graph Neural Networks | Oct 21, 2022 | BenchmarkingGPU | —Unverified | 0 |
| The VolcTrans System for WMT22 Multilingual Machine Translation Task | Oct 20, 2022 | GPUMachine Translation | CodeCode Available | 0 |
| gSuite: A Flexible and Framework Independent Benchmark Suite for Graph Neural Network Inference on GPUs | Oct 20, 2022 | BenchmarkingComputational Efficiency | —Unverified | 0 |
| Hybrid-Regressive Neural Machine Translation | Oct 19, 2022 | CPUDecoder | —Unverified | 0 |
| High-Resolution Depth Estimation for 360-degree Panoramas through Perspective and Panoramic Depth Images Registration | Oct 19, 2022 | Depth EstimationGPU | —Unverified | 0 |
| Video super-resolution for single-photon LIDAR | Oct 19, 2022 | DenoisingGPU | —Unverified | 0 |
| High-efficient Bloch simulation of magnetic resonance imaging sequences based on deep learning | Oct 19, 2022 | Deep LearningGPU | —Unverified | 0 |
| Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference | Oct 17, 2022 | CPUGPU | —Unverified | 0 |
| HQNAS: Auto CNN deployment framework for joint quantization and architecture search | Oct 16, 2022 | GPUNeural Architecture Search | —Unverified | 0 |
| Pareto-aware Neural Architecture Generation for Diverse Computational Budgets | Oct 14, 2022 | CPUGPU | CodeCode Available | 0 |
| An Efficient FPGA Accelerator for Point Cloud | Oct 14, 2022 | Autonomous DrivingComputational Efficiency | —Unverified | 0 |
| RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer | Oct 13, 2022 | GPUReal-Time Semantic Segmentation | —Unverified | 0 |
| Behavioral graph fraud detection in E-commerce | Oct 13, 2022 | Fraud DetectionGPU | —Unverified | 0 |
| An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification | Oct 11, 2022 | Document ClassificationGPU | CodeCode Available | 0 |
| RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks | Oct 11, 2022 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training | Oct 11, 2022 | GPUKnowledge Graphs | —Unverified | 0 |
| VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement | Oct 11, 2022 | GPUNavigate | —Unverified | 0 |
| DPANET:Dual Pooling Attention Network for Semantic Segmentation | Oct 11, 2022 | GPUImage Segmentation | —Unverified | 0 |
| Rieoptax: Riemannian Optimization in JAX | Oct 10, 2022 | CPUGPU | CodeCode Available | 0 |
| Deep Learning Inference Frameworks Benchmark | Oct 9, 2022 | CPUDeep Learning | CodeCode Available | 0 |
| Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU | Oct 8, 2022 | CPUDiversity | CodeCode Available | 0 |
| Cloud Native Robotic Applications with GPU Sharing on Kubernetes | Oct 8, 2022 | GPU | —Unverified | 0 |
| Leveraging progressive model and overfitting for efficient learned image compression | Oct 8, 2022 | 2kGPU | —Unverified | 0 |
| Demand Layering for Real-Time DNN Inference with Minimized Memory Usage | Oct 8, 2022 | CPUGPU | —Unverified | 0 |
| Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models | Oct 8, 2022 | GPUMulti-Task Learning | —Unverified | 0 |
| Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption | Oct 5, 2022 | ClassificationGPU | —Unverified | 0 |
| Streaming Video Analytics On The Edge With Asynchronous Cloud Support | Oct 4, 2022 | Edge-computingGPU | —Unverified | 0 |
| MSRL: Distributed Reinforcement Learning with Dataflow Fragments | Oct 3, 2022 | CPUGPU | —Unverified | 0 |
| NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning | Oct 3, 2022 | Deep LearningGPU | —Unverified | 0 |
| NeuroEvo: A Cloud-based Platform for Automated Design and Training of Neural Networks using Evolutionary and Particle Swarm Algorithms | Oct 1, 2022 | Evolutionary AlgorithmsGPU | —Unverified | 0 |
| John_Snow_Labs@SMM4H’22: Social Media Mining for Health (#SMM4H) with Spark NLP | Oct 1, 2022 | ClassificationGPU | —Unverified | 0 |