| FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training | Jan 18, 2023 | CPUGPU | —Unverified | 0 |
| An Energy-Efficient Reconfigurable Autoencoder Implementation on FPGA | Jan 17, 2023 | Data CompressionGPU | —Unverified | 0 |
| Hector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures | Jan 16, 2023 | 8kC++ code | —Unverified | 0 |
| Quantum-inspired tensor network for Earth science | Jan 15, 2023 | GPUQuantum Machine Learning | —Unverified | 0 |
| Failure Tolerant Training with Persistent Memory Disaggregation over CXL | Jan 14, 2023 | GPURecommendation Systems | —Unverified | 0 |
| Reaching the Edge of the Edge: Image Analysis in Space | Jan 12, 2023 | CPUEarth Observation | —Unverified | 0 |
| Pruning Compact ConvNets for Efficient Inference | Jan 11, 2023 | GPUNetwork Pruning | —Unverified | 0 |
| Blockchain For Mobile Health Applications: Acceleration With GPU Computing | Jan 11, 2023 | GPU | —Unverified | 0 |
| SpeeChain: A Speech Toolkit for Large-Scale Machine Speech Chain | Jan 8, 2023 | Data AugmentationGPU | —Unverified | 0 |
| Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition | Jan 6, 2023 | Domain AdaptationGPU | —Unverified | 0 |
| Deep Learning For Classification Of Chest X-Ray Images (Covid 19) | Jan 6, 2023 | Deep LearningGPU | —Unverified | 0 |
| Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA | Jan 4, 2023 | CPUGPU | —Unverified | 0 |
| Towards a Pipeline for Real-Time Visualization of Faces for VR-based Telepresence and Live Broadcasting Utilizing Neural Rendering | Jan 4, 2023 | 3D ReconstructionGPU | CodeCode Available | 0 |
| GPU accelerated matrix factorization of large scale data using block based approach | Jan 2, 2023 | CPUGPU | —Unverified | 0 |
| EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction | Jan 1, 2023 | Autonomous DrivingCPU | —Unverified | 0 |
| Extensible and Efficient Proxy for Neural Architecture Search | Jan 1, 2023 | GPUNeural Architecture Search | —Unverified | 0 |
| Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization | Jan 1, 2023 | Action LocalizationGPU | CodeCode Available | 0 |
| uSplit: Image Decomposition for Fluorescence Microscopy | Jan 1, 2023 | GPU | CodeCode Available | 0 |
| Curvature regularization for Non-line-of-sight Imaging from Under-sampled Data | Jan 1, 2023 | compressed sensingGPU | CodeCode Available | 0 |
| Rethinking Feature-Based Knowledge Distillation for Face Recognition | Jan 1, 2023 | Face RecognitionGPU | —Unverified | 0 |
| Network Expansion for Practical Training Acceleration | Jan 1, 2023 | GPU | —Unverified | 0 |
| Minimal Solutions to Generalized Three-View Relative Pose Problem | Jan 1, 2023 | GPU | —Unverified | 0 |
| BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation | Jan 1, 2023 | Autonomous DrivingBird's-Eye View Semantic Segmentation | —Unverified | 0 |
| Local Learning on Transformers via Feature Reconstruction | Dec 29, 2022 | GPU | —Unverified | 0 |
| Scaling Painting Style Transfer | Dec 27, 2022 | global-optimizationGPU | CodeCode Available | 0 |
| Brain Cancer Segmentation Using YOLOv5 Deep Neural Network | Dec 27, 2022 | GPUInstance Segmentation | —Unverified | 0 |
| CDO calibration via Magnus Expansion and Deep Learning | Dec 23, 2022 | Deep LearningGPU | CodeCode Available | 0 |
| CarFi: Rider Localization Using Wi-Fi CSI | Dec 21, 2022 | BlockingGPU | —Unverified | 0 |
| On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond | Dec 19, 2022 | CPUGPU | CodeCode Available | 0 |
| Hardware Acceleration of Lane Detection Algorithm: A GPU Versus FPGA Comparison | Dec 19, 2022 | Autonomous DrivingEdge Detection | —Unverified | 0 |
| Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model | Dec 19, 2022 | GPUMachine Translation | —Unverified | 0 |
| Person Detection Using an Ultra Low-resolution Thermal Imager on a Low-cost MCU | Dec 16, 2022 | GPUHuman Detection | —Unverified | 0 |
| Fast Rule-Based Decoding: Revisiting Syntactic Rules in Neural Constituency Parsing | Dec 16, 2022 | Constituency ParsingGPU | —Unverified | 0 |
| A Study on the Intersection of GPU Utilization and CNN Inference | Dec 15, 2022 | GPUNeural Architecture Search | —Unverified | 0 |
| DeepJoin: Joinable Table Discovery with Pre-trained Language Models | Dec 15, 2022 | Data AugmentationGPU | —Unverified | 0 |
| Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor | Dec 15, 2022 | GPUHardware Aware Neural Architecture Search | CodeCode Available | 0 |
| Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time | Dec 15, 2022 | ClusteringGPU | —Unverified | 0 |
| Cross-Domain Video Anomaly Detection without Target Domain Adaptation | Dec 14, 2022 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty | Dec 13, 2022 | GPU | —Unverified | 0 |
| Single Cell Training on Architecture Search for Image Denoising | Dec 13, 2022 | Computational EfficiencyDenoising | —Unverified | 0 |
| CNO-LSTM: A Chaotic Neural Oscillatory Long Short-Term Memory Model for Text Classification | Dec 12, 2022 | ClassificationGPU | —Unverified | 0 |
| Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection | Dec 11, 2022 | 3D Object DetectionGPU | —Unverified | 0 |
| Towards a learning-based performance modeling for accelerating Deep Neural Networks | Dec 9, 2022 | GPU | —Unverified | 0 |
| TinyKG: Memory-Efficient Training Framework for Knowledge Graph Neural Recommender Systems | Dec 8, 2022 | GPUKnowledge Graphs | —Unverified | 0 |
| Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks | Dec 7, 2022 | Combinatorial OptimizationFew-Shot Learning | CodeCode Available | 0 |
| An Efficient Evolutionary Deep Learning Framework Based on Multi-source Transfer Learning to Evolve Deep Convolutional Neural Networks | Dec 7, 2022 | GPUTransfer Learning | —Unverified | 0 |
| BiPMAP: A Toolbox for Predictions of Perceived Motion Artifacts on Modern Displays | Dec 7, 2022 | GPU | —Unverified | 0 |
| Supervised Tractogram Filtering using Geometric Deep Learning | Dec 6, 2022 | Deep LearningGPU | CodeCode Available | 0 |
| Vision Transformer Computation and Resilience for Dynamic Inference | Dec 6, 2022 | GPUSemantic Segmentation | —Unverified | 0 |
| Event-based Monocular Dense Depth Estimation with Recurrent Transformers | Dec 6, 2022 | DecoderDepth Estimation | —Unverified | 0 |