| An Efficient MCMC Approach to Energy Function Optimization in Protein Structure Prediction | Nov 6, 2022 | CPUDrug Design | CodeCode Available | 0 |
| An Efficient FPGA-based Accelerator for Deep Forest | Nov 4, 2022 | CPU | —Unverified | 0 |
| SIMD-size aware weight regularization for fast neural vocoding on CPU | Nov 2, 2022 | CPU | —Unverified | 0 |
| Distributed Graph Neural Network Training: A Survey | Nov 1, 2022 | CPUDistributed Computing | —Unverified | 0 |
| Optimization of Oblivious Decision Tree Ensembles Evaluation for CPU | Nov 1, 2022 | CPU | CodeCode Available | 0 |
| Tech Report: One-stage Lightweight Object Detectors | Oct 31, 2022 | CPUGPU | —Unverified | 0 |
| The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science | Oct 31, 2022 | CPUGPU | —Unverified | 0 |
| Efficient evaluation of double-barrier options and joint cpdf of a Lévy process and its two extrema | Oct 30, 2022 | CPU | —Unverified | 0 |
| Source-Filter HiFi-GAN: Fast and Pitch Controllable High-Fidelity Neural Vocoder | Oct 27, 2022 | CPUGenerative Adversarial Network | —Unverified | 0 |
| A Late Multi-Modal Fusion Model for Detecting Hybrid Spam E-mail | Oct 26, 2022 | CPUOptical Character Recognition | —Unverified | 0 |
| tf.data service: A Case for Disaggregating ML Input Data Processing | Oct 26, 2022 | CPU | —Unverified | 0 |
| DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection | Oct 25, 2022 | CPUGPU | —Unverified | 0 |
| Streaming Parrotron for on-device speech-to-speech conversion | Oct 25, 2022 | CPUDecoder | —Unverified | 0 |
| Segmentation-free Direct Iris Localization Networks | Oct 19, 2022 | CPUDecoder | —Unverified | 0 |
| Hybrid-Regressive Neural Machine Translation | Oct 19, 2022 | CPUDecoder | —Unverified | 0 |
| Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference | Oct 17, 2022 | CPUGPU | —Unverified | 0 |
| ISEE.U: Distributed online active target localization with unpredictable targets | Oct 17, 2022 | Active LearningCPU | —Unverified | 0 |
| Brand New K-FACs: Speeding up K-FAC with Online Decomposition Updates | Oct 16, 2022 | CPU | —Unverified | 0 |
| Two-Timescale Transmission Design for RIS-Aided Cell-Free Massive MIMO Systems | Oct 16, 2022 | CPU | —Unverified | 0 |
| A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices | Oct 14, 2022 | CPU | —Unverified | 0 |
| Pareto-aware Neural Architecture Generation for Diverse Computational Budgets | Oct 14, 2022 | CPUGPU | CodeCode Available | 0 |
| Using Detection, Tracking and Prediction in Visual SLAM to Achieve Real-time Semantic Mapping of Dynamic Scenarios | Oct 10, 2022 | CPUObject | —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 |
| Hyperactive Learning (HAL) for Data-Driven Interatomic Potentials | Oct 9, 2022 | CPU | —Unverified | 0 |
| Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU | Oct 8, 2022 | CPUDiversity | CodeCode Available | 0 |
| Demand Layering for Real-Time DNN Inference with Minimized Memory Usage | Oct 8, 2022 | CPUGPU | —Unverified | 0 |
| MSRL: Distributed Reinforcement Learning with Dataflow Fragments | Oct 3, 2022 | CPUGPU | —Unverified | 0 |
| RISC-V Toolchain and Agile Development based Open-source Neuromorphic Processor | Oct 2, 2022 | CPU | —Unverified | 0 |
| Wide Attention Is The Way Forward For Transformers? | Oct 2, 2022 | CPUtext-classification | —Unverified | 0 |
| A forensic analysis of the Google Home: repairing compressed data without error correction | Sep 30, 2022 | CPU | CodeCode Available | 0 |
| Fast Topological Signal Identification and Persistent Cohomological Cycle Matching | Sep 30, 2022 | CPUTopological Data Analysis | CodeCode Available | 0 |
| Joint Optimization of Energy Consumption and Completion Time in Federated Learning | Sep 29, 2022 | CPUFederated Learning | —Unverified | 0 |
| Methodical Approach for Centralization Evaluation of Modern Automotive E/E Architectures | Sep 28, 2022 | CPU | —Unverified | 0 |
| A GPU-accelerated Algorithm for Distinct Discriminant Canonical Correlation Network | Sep 26, 2022 | CPUGPU | —Unverified | 0 |
| Privacy-Preserving Online Content Moderation: A Federated Learning Use Case | Sep 23, 2022 | CPUFederated Learning | —Unverified | 0 |
| Google Coral-based edge computing person reidentification using human parsing combined with analytical method | Sep 22, 2022 | CPUEdge-computing | —Unverified | 0 |
| Quasi-Monte Carlo methods for calculating derivatives sensitivities on the GPU | Sep 22, 2022 | CPUGPU | CodeCode Available | 0 |
| Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games | Sep 21, 2022 | CPUDistributed Computing | —Unverified | 0 |
| Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design | Sep 20, 2022 | CPUGPU | —Unverified | 0 |
| Probabilistic Dalek -- Emulator framework with probabilistic prediction for supernova tomography | Sep 20, 2022 | Active LearningCPU | —Unverified | 0 |
| EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics | Sep 20, 2022 | CPUGPU | CodeCode Available | 0 |
| Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the Cloud | Sep 19, 2022 | CPUGPU | —Unverified | 0 |
| Rethinking Personalized Ranking at Pinterest: An End-to-End Approach | Sep 18, 2022 | CPUGPU | —Unverified | 0 |
| Kernel-Segregated Transpose Convolution Operation | Sep 8, 2022 | CPUGPU | —Unverified | 0 |
| Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study | Sep 3, 2022 | CPUDeep Learning | —Unverified | 0 |
| PulseDL-II: A System-on-Chip Neural Network Accelerator for Timing and Energy Extraction of Nuclear Detector Signals | Sep 2, 2022 | CPUDeep Learning | —Unverified | 0 |
| SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance | Aug 30, 2022 | CPU | —Unverified | 0 |
| Towards making the most of NLP-based device mapping optimization for OpenCL kernels | Aug 30, 2022 | CPUGPU | —Unverified | 0 |
| Joint Optimization of Resource Allocation, Phase Shift and UAV Trajectory for Energy-Efficient RIS-Assisted UAV-Enabled MEC Systems | Aug 30, 2022 | CPUEdge-computing | —Unverified | 0 |