| 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 |