| Unsupervised ANN-Based Equalizer and Its Trainable FPGA Implementation | Apr 14, 2023 | GPU | —Unverified | 0 |
| HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUs | Apr 14, 2023 | Collaborative FilteringCPU | CodeCode Available | 0 |
| Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention | Apr 13, 2023 | Contrastive LearningGPU | CodeCode Available | 0 |
| EWT: Efficient Wavelet-Transformer for Single Image Denoising | Apr 13, 2023 | DenoisingGPU | —Unverified | 0 |
| Representing Volumetric Videos as Dynamic MLP Maps | Apr 13, 2023 | DecoderGPU | —Unverified | 0 |
| Gradient-Free Textual Inversion | Apr 12, 2023 | Computational EfficiencyCPU | —Unverified | 0 |
| ADS_UNet: A Nested UNet for Histopathology Image Segmentation | Apr 10, 2023 | DecoderGPU | —Unverified | 0 |
| Rotation-Scale Equivariant Steerable Filters | Apr 10, 2023 | GPU | CodeCode Available | 0 |
| Semantic Segmentation with High Inference Speed in Off-Road Environments | Apr 10, 2023 | 2D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 0 |
| AI-assisted Automated Workflow for Real-time X-ray Ptychography Data Analysis via Federated Resources | Apr 9, 2023 | GPURetrieval | —Unverified | 0 |
| Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge | Apr 7, 2023 | GPUSegmentation | —Unverified | 0 |
| ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels | Apr 7, 2023 | CPUGPU | —Unverified | 0 |
| EZClone: Improving DNN Model Extraction Attack via Shape Distillation from GPU Execution Profiles | Apr 6, 2023 | GPUModel extraction | —Unverified | 0 |
| Hyper-parameter Tuning for Adversarially Robust Models | Apr 5, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the Cloud | Apr 4, 2023 | CPUGPU | —Unverified | 0 |
| A real-time algorithm for human action recognition in RGB and thermal video | Apr 4, 2023 | Action RecognitionGPU | —Unverified | 0 |
| FisHook -- An Optimized Approach to Marine Specie Classification using MobileNetV2 | Apr 4, 2023 | DiversityGPU | —Unverified | 0 |
| Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence? | Mar 31, 2023 | DiversityGPU | —Unverified | 0 |
| Instant Photorealistic Neural Radiance Fields Stylization | Mar 29, 2023 | GPUImage Generation | CodeCode Available | 0 |
| Fast inference of latent space dynamics in huge relational event networks | Mar 29, 2023 | ClusteringGPU | —Unverified | 0 |
| PopSparse: Accelerated block sparse matrix multiplication on IPU | Mar 29, 2023 | GPU | —Unverified | 0 |
| FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation | Mar 28, 2023 | GPUNeural Architecture Search | —Unverified | 0 |
| GPU-accelerated Matrix Cover Algorithm for Multiple Patterning Layout Decomposition | Mar 25, 2023 | GPU | —Unverified | 0 |
| GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute | Mar 24, 2023 | AttributeGPU | CodeCode Available | 0 |
| PeakNet: An Autonomous Bragg Peak Finder with Deep Neural Networks | Mar 24, 2023 | GPUSemantic Segmentation | —Unverified | 0 |
| EdgeTran: Co-designing Transformers for Efficient Inference on Mobile Edge Platforms | Mar 24, 2023 | GPU | —Unverified | 0 |
| DIPPM: a Deep Learning Inference Performance Predictive Model using Graph Neural Networks | Mar 21, 2023 | GPU | —Unverified | 0 |
| An Embarrassingly Simple Approach for Wafer Feature Extraction and Defect Pattern Recognition | Mar 21, 2023 | GPU | —Unverified | 0 |
| Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms | Mar 20, 2023 | Edge-computingGPU | —Unverified | 0 |
| Real-time 3D Semantic Scene Completion Via Feature Aggregation and Conditioned Prediction | Mar 20, 2023 | 3D Semantic Scene CompletionGPU | —Unverified | 0 |
| Accurate Detection of Mediastinal Lesions with nnDetection | Mar 20, 2023 | GPUMedical Object Detection | —Unverified | 0 |
| Going faster to see further: GPU-accelerated value iteration and simulation for perishable inventory control using JAX | Mar 19, 2023 | GPU | CodeCode Available | 0 |
| Training Deep Boltzmann Networks with Sparse Ising Machines | Mar 19, 2023 | Combinatorial OptimizationGPU | —Unverified | 0 |
| DevelSet: Deep Neural Level Set for Instant Mask Optimization | Mar 18, 2023 | GPU | —Unverified | 0 |
| TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction | Mar 17, 2023 | GPUPrediction | —Unverified | 0 |
| Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models | Mar 16, 2023 | CoLACPU | —Unverified | 0 |
| A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU | Mar 16, 2023 | Dictionary LearningGPU | —Unverified | 0 |
| cito: An R package for training neural networks using torch | Mar 16, 2023 | CPUExplainable artificial intelligence | CodeCode Available | 0 |
| Trigger-Level Event Reconstruction for Neutrino Telescopes Using Sparse Submanifold Convolutional Neural Networks | Mar 15, 2023 | GPU | CodeCode Available | 0 |
| Machine Learning-Driven Adaptive OpenMP For Portable Performance on Heterogeneous Systems | Mar 15, 2023 | Code GenerationCPU | —Unverified | 0 |
| MCR-DL: Mix-and-Match Communication Runtime for Deep Learning | Mar 15, 2023 | Deep LearningGPU | —Unverified | 0 |
| Adapting U-Net for linear elastic stress estimation in polycrystal Zr microstructures | Mar 15, 2023 | CPUGPU | —Unverified | 0 |
| Folding@home: achievements from over twenty years of citizen science herald the exascale era | Mar 15, 2023 | Distributed ComputingGPU | —Unverified | 0 |
| RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose | Mar 13, 2023 | 2D Human Pose Estimation2D Pose Estimation | —Unverified | 0 |
| Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing | Mar 13, 2023 | Continual LearningGPU | —Unverified | 0 |
| X-Former: In-Memory Acceleration of Transformers | Mar 13, 2023 | BlockingGPU | —Unverified | 0 |
| AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments | Mar 13, 2023 | GPUvalid | —Unverified | 0 |
| Online Neural Path Guiding with Normalized Anisotropic Spherical Gaussians | Mar 11, 2023 | GPU | —Unverified | 0 |
| Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference | Mar 10, 2023 | CPUDecoder | —Unverified | 0 |
| Enhancing MAP-Elites with Multiple Parallel Evolution Strategies | Mar 10, 2023 | GPU | CodeCode Available | 0 |