| Pushing the Limits of Learning-based Traversability Analysis for Autonomous Driving on CPU | Jun 7, 2022 | Autonomous DrivingCPU | —Unverified | 0 |
| [Reproducibility Report] Explainable Deep One-Class Classification | Jun 6, 2022 | Anomaly DetectionClassification | —Unverified | 0 |
| Fast-Spanning Ant Colony Optimisation (FaSACO) for Mobile Robot Coverage Path Planning | May 31, 2022 | CPU | —Unverified | 0 |
| A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud | May 31, 2022 | CPUDecision Making | CodeCode Available | 0 |
| End-to-end Optimization of Machine Learning Prediction Queries | May 31, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation | May 31, 2022 | CPUDe-identification | —Unverified | 0 |
| FiltPIM: In-Memory Filter for DNA Sequencing | May 30, 2022 | CPU | —Unverified | 0 |
| A Transistor Operations Model for Deep Learning Energy Consumption Scaling Law | May 30, 2022 | CPUGPU | —Unverified | 0 |
| Biological Evolution and Genetic Algorithms: Exploring the Space of Abstract Tile Self-Assembly | May 28, 2022 | CPUGPU | —Unverified | 0 |
| LEAF + AIO: Edge-Assisted Energy-Aware Object Detection for Mobile Augmented Reality | May 27, 2022 | CPUobject-detection | —Unverified | 0 |
| Lightweight Human Pose Estimation Using Heatmap-Weighting Loss | May 21, 2022 | CPUGPU | —Unverified | 0 |
| MoESys: A Distributed and Efficient Mixture-of-Experts Training and Inference System for Internet Services | May 20, 2022 | CPUDistributed Computing | —Unverified | 0 |
| Estimating the randomness of quantum circuit ensembles up to 50 qubits | May 19, 2022 | CPUGPU | —Unverified | 0 |
| SOL: Reducing the Maintenance Overhead for Integrating Hardware Support into AI Frameworks | May 19, 2022 | CPUGPU | —Unverified | 0 |
| Fast matrix multiplication for binary and ternary CNNs on ARM CPU | May 18, 2022 | CPU | —Unverified | 0 |
| Confidential Machine Learning within Graphcore IPUs | May 18, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Optimization of Decision Tree Evaluation Using SIMD Instructions | May 15, 2022 | BinarizationCPU | CodeCode Available | 0 |
| Efficient Deep Learning Methods for Identification of Defective Casting Products | May 14, 2022 | CPUDeep Learning | CodeCode Available | 0 |
| Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards | May 10, 2022 | CPUGPU | —Unverified | 0 |
| Distributed and Joint Optimization of Precoding and Power for User-Centric Cell-Free Massive MIMO | May 9, 2022 | CPU | —Unverified | 0 |
| PTFlash : A deep learning framework for isothermal two-phase equilibrium calculations | May 6, 2022 | CPUVocal Bursts Valence Prediction | —Unverified | 0 |
| Fast Reconstruction of Three-Quarter Sampling Measurements Using Recurrent Local Joint Sparse Deconvolution and Extrapolation | May 5, 2022 | CPUGPU | CodeCode Available | 0 |
| Intelligent Reflecting Surface Aided Mobile Edge Computing With Binary Offloading: Energy Minimization for IoT Devices | May 4, 2022 | CPUEdge-computing | —Unverified | 0 |
| High Dimensional Bayesian Optimization with Kernel Principal Component Analysis | Apr 28, 2022 | Bayesian OptimizationCPU | —Unverified | 0 |
| MAPLE-Edge: A Runtime Latency Predictor for Edge Devices | Apr 27, 2022 | CPUEfficient Neural Network | —Unverified | 0 |
| AccMPEG: Optimizing Video Encoding for Video Analytics | Apr 26, 2022 | CPUobject-detection | —Unverified | 0 |
| Scalable Motif Counting for Large-scale Temporal Graphs | Apr 20, 2022 | Anomaly DetectionCPU | CodeCode Available | 0 |
| Feature Compression for Rate Constrained Object Detection on the Edge | Apr 15, 2022 | CPUFeature Compression | —Unverified | 0 |
| Streamable Neural Audio Synthesis With Non-Causal Convolutions | Apr 14, 2022 | Audio GenerationAudio Synthesis | —Unverified | 0 |
| Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning | Apr 14, 2022 | CPUDecoder | —Unverified | 0 |
| TangoBERT: Reducing Inference Cost by using Cascaded Architecture | Apr 13, 2022 | CPUReading Comprehension | —Unverified | 0 |
| The MIT Supercloud Workload Classification Challenge | Apr 12, 2022 | ClassificationCPU | —Unverified | 0 |
| Heterogeneous Acceleration Pipeline for Recommendation System Training | Apr 11, 2022 | CPUGPU | —Unverified | 0 |
| Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition | Apr 8, 2022 | Action DetectionActivity Detection | —Unverified | 0 |
| 3D face reconstruction with dense landmarks | Apr 6, 2022 | 3D Face ReconstructionCPU | —Unverified | 0 |
| Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? | Apr 5, 2022 | CPUEdge-computing | —Unverified | 0 |
| Monitoring social distancing with single image depth estimation | Apr 4, 2022 | CPUDepth Estimation | —Unverified | 0 |
| Graph-based Approximate NN Search: A Revisit | Apr 2, 2022 | CPUGPU | —Unverified | 0 |
| Fast Light-Weight Near-Field Photometric Stereo | Mar 30, 2022 | CPUGPU | —Unverified | 0 |
| Eventor: An Efficient Event-Based Monocular Multi-View Stereo Accelerator on FPGA Platform | Mar 29, 2022 | CPUQuantization | —Unverified | 0 |
| Stack operation of tensor networks | Mar 28, 2022 | CPUGPU | CodeCode Available | 0 |
| ImageNet Challenging Classification with the Raspberry Pi: An Incremental Local Stochastic Gradient Descent Algorithm | Mar 21, 2022 | CPUEdge-computing | —Unverified | 0 |
| Subspace Modeling for Fast Out-Of-Distribution and Anomaly Detection | Mar 20, 2022 | Anomaly DetectionCPU | —Unverified | 0 |
| Towards Device Efficient Conditional Image Generation | Mar 19, 2022 | Conditional Image GenerationCPU | —Unverified | 0 |
| Fast Autofocusing using Tiny Transformer Networks for Digital Holographic Microscopy | Mar 15, 2022 | CPU | CodeCode Available | 0 |
| An Efficient Video Streaming Architecture with QoS Control for Virtual Desktop Infrastructure in Cloud Computing | Mar 11, 2022 | Cloud ComputingCPU | —Unverified | 0 |
| GATSPI: GPU Accelerated Gate-Level Simulation for Power Improvement | Mar 11, 2022 | CPUGPU | —Unverified | 0 |
| VGQ-CNN: Moving Beyond Fixed Cameras and Top-Grasps for Grasp Quality Prediction | Mar 9, 2022 | CPU | —Unverified | 0 |
| A Compilation Flow for the Generation of CNN Inference Accelerators on FPGAs | Mar 8, 2022 | CPUHigh-Level Synthesis | —Unverified | 0 |
| Signature and Log-signature for the Study of Empirical Distributions Generated with GANs | Mar 7, 2022 | CPUData Visualization | CodeCode Available | 0 |