| Distributed CPU Scheduling Subject to Nonlinear Constraints | Aug 30, 2022 | CPUDistributed Optimization | —Unverified | 0 |
| k-MS: A novel clustering algorithm based on morphological reconstruction | Aug 30, 2022 | ClusteringCPU | CodeCode Available | 0 |
| Computing with Hypervectors for Efficient Speaker Identification | Aug 28, 2022 | CPUQuantization | —Unverified | 0 |
| Efficient Heterogeneous Video Segmentation at the Edge | Aug 24, 2022 | CPUGPU | —Unverified | 0 |
| Fast and Precise Binary Instance Segmentation of 2D Objects for Automotive Applications | Aug 24, 2022 | CPUDecoder | —Unverified | 0 |
| MARTI-4: new model of human brain, considering neocortex and basal ganglia -- learns to play Atari game by reinforcement learning on a single CPU | Aug 18, 2022 | CPUOpenAI Gym | —Unverified | 0 |
| Uconv-Conformer: High Reduction of Input Sequence Length for End-to-End Speech Recognition | Aug 16, 2022 | CPUGPU | —Unverified | 0 |
| Implementation of improved RGBD 3D target detection model based on FPGA heterogeneous computing architecture | Aug 15, 2022 | CPUSemantic Segmentation | —Unverified | 0 |
| Partially Distributed Beamforming Design for RIS-Aided Cell-Free Networks | Aug 10, 2022 | CPU | —Unverified | 0 |
| User Association and Hybrid Beamforming Designs for Cooperative mmWave MIMO Systems | Aug 10, 2022 | CPU | —Unverified | 0 |
| A Frequency-aware Software Cache for Large Recommendation System Embeddings | Aug 8, 2022 | CPUGPU | CodeCode Available | 0 |
| A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining | Aug 7, 2022 | CPUGPU | —Unverified | 0 |
| Streaming-capable High-performance Architecture of Learned Image Compression Codecs | Aug 2, 2022 | CPUDecoder | CodeCode Available | 0 |
| GANDSE: Generative Adversarial Network based Design Space Exploration for Neural Network Accelerator Design | Aug 1, 2022 | CPUDeep Learning | —Unverified | 0 |
| DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning | Jul 31, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Evaluating the Practicality of Learned Image Compression | Jul 29, 2022 | CPUGPU | —Unverified | 0 |
| POSET-RL: Phase ordering for Optimizing Size and Execution Time using Reinforcement Learning | Jul 27, 2022 | CPUreinforcement-learning | —Unverified | 0 |
| The BUTTER Zone: An Empirical Study of Training Dynamics in Fully Connected Neural Networks | Jul 25, 2022 | CPUGPU | CodeCode Available | 0 |
| HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation | Jul 22, 2022 | CPUManagement | —Unverified | 0 |
| HybMT: Hybrid Meta-Predictor based ML Algorithm for Fast Test Vector Generation | Jul 22, 2022 | CPUDecision Making | —Unverified | 0 |
| COBRA: Cpu-Only aBdominal oRgan segmentAtion | Jul 21, 2022 | CPUGPU | —Unverified | 0 |
| A Variant of Concurrent Constraint Programming on GPU | Jul 18, 2022 | CPUGPU | —Unverified | 0 |
| ORB-based SLAM accelerator on SoC FPGA | Jul 18, 2022 | Autonomous NavigationCPU | —Unverified | 0 |
| Associative Memory Based Experience Replay for Deep Reinforcement Learning | Jul 16, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Optimizing Data Collection in Deep Reinforcement Learning | Jul 15, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets | Jul 13, 2022 | CPUKeyword Spotting | —Unverified | 0 |
| Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence | Jul 13, 2022 | CPU | —Unverified | 0 |
| Accelerating Large-Scale Graph-based Nearest Neighbor Search on a Computational Storage Platform | Jul 12, 2022 | CPUGPU | —Unverified | 0 |
| STI: Turbocharge NLP Inference at the Edge via Elastic Pipelining | Jul 11, 2022 | CPUGPU | —Unverified | 0 |
| BLANT: Basic Local Alignment of Network Topology, Part 2: Topology-only Extension Beyond Graphlet Seeds | Jul 10, 2022 | CPU | —Unverified | 0 |
| Leveraging Log Instructions in Log-based Anomaly Detection | Jul 7, 2022 | Anomaly DetectionCPU | CodeCode Available | 0 |
| Learning Optimal Solutions via an LSTM-Optimization Framework | Jul 6, 2022 | CPUDecision Making | —Unverified | 0 |
| A Review of High-Performance Computing and Parallel Techniques Applied to Power Systems Optimization | Jul 6, 2022 | Cloud ComputingCPU | —Unverified | 0 |
| Efficient Constituency Tree based Encoding for Natural Language to Bash Translation | Jul 1, 2022 | CPUGPU | CodeCode Available | 0 |
| Operating System Noise in the Linux Kernel | Jun 30, 2022 | CPU | —Unverified | 0 |
| SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences | Jun 29, 2022 | CPUGPU | —Unverified | 0 |
| Linear programming-based solution methods for constrained partially observable Markov decision processes | Jun 28, 2022 | CPU | —Unverified | 0 |
| DeepPERF: A Deep Learning-Based Approach For Improving Software Performance | Jun 27, 2022 | CPUDeep Learning | —Unverified | 0 |
| Play It Cool: Dynamic Shifting Prevents Thermal Throttling | Jun 22, 2022 | CPU | —Unverified | 0 |
| Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR) | Jun 21, 2022 | CPUGaussian Processes | —Unverified | 0 |
| An Automatic and Efficient BERT Pruning for Edge AI Systems | Jun 21, 2022 | CPUModel Compression | —Unverified | 0 |
| WOLONet: Wave Outlooker for Efficient and High Fidelity Speech Synthesis | Jun 20, 2022 | CPUSpeech Synthesis | —Unverified | 0 |
| Deep Learning Models on CPUs: A Methodology for Efficient Training | Jun 20, 2022 | CPUDeep Learning | —Unverified | 0 |
| Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection | Jun 19, 2022 | CPUDefect Detection | —Unverified | 0 |
| Digital Twin Data Modelling by Randomized Orthogonal Decomposition and Deep Learning | Jun 17, 2022 | Computational EfficiencyCPU | —Unverified | 0 |
| Residual-based physics-informed transfer learning: A hybrid method for accelerating long-term CFD simulations via deep learning | Jun 14, 2022 | CPUGPU | —Unverified | 0 |
| A DSEL for High Throughput and Low Latency Software-Defined Radio on Multicore CPUs | Jun 13, 2022 | CPU | —Unverified | 0 |
| Machine Learning Training on a Real Processing-in-Memory System | Jun 13, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization | Jun 9, 2022 | CPUGPU | —Unverified | 0 |
| Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications | Jun 8, 2022 | CPUHand Detection | —Unverified | 0 |