| Rethinking Feature-Based Knowledge Distillation for Face Recognition | Jan 1, 2023 | Face RecognitionGPU | —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 |
| MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs | Jan 1, 2023 | BenchmarkingGPU | CodeCode Available | 1 |
| Curvature regularization for Non-line-of-sight Imaging from Under-sampled Data | Jan 1, 2023 | compressed sensingGPU | CodeCode Available | 0 |
| Local Learning on Transformers via Feature Reconstruction | Dec 29, 2022 | GPU | —Unverified | 0 |
| Efficient Movie Scene Detection using State-Space Transformers | Dec 29, 2022 | GPUScene Segmentation | CodeCode Available | 1 |
| Cramming: Training a Language Model on a Single GPU in One Day | Dec 28, 2022 | GPULanguage Modeling | CodeCode Available | 3 |
| Brain Cancer Segmentation Using YOLOv5 Deep Neural Network | Dec 27, 2022 | GPUInstance Segmentation | —Unverified | 0 |
| Scaling Painting Style Transfer | Dec 27, 2022 | global-optimizationGPU | CodeCode Available | 0 |
| Sepformer-based Models: More Efficient Models for Long Sequence Time-Series Forecasting | Dec 23, 2022 | GPUTime Series | CodeCode Available | 1 |
| 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 |
| Scalable Hybrid Learning Techniques for Scientific Data Compression | Dec 21, 2022 | Data CompressionGPU | CodeCode Available | 1 |
| On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond | Dec 19, 2022 | CPUGPU | CodeCode Available | 0 |
| Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model | Dec 19, 2022 | GPUMachine Translation | —Unverified | 0 |
| Hardware Acceleration of Lane Detection Algorithm: A GPU Versus FPGA Comparison | Dec 19, 2022 | Autonomous DrivingEdge Detection | —Unverified | 0 |
| Point-E: A System for Generating 3D Point Clouds from Complex Prompts | Dec 16, 2022 | Generating 3D Point CloudsGPU | CodeCode Available | 5 |
| 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 |
| 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 |
| DeepJoin: Joinable Table Discovery with Pre-trained Language Models | Dec 15, 2022 | Data AugmentationGPU | —Unverified | 0 |
| Real-Time Neural Light Field on Mobile Devices | Dec 15, 2022 | GPUNeRF | CodeCode Available | 1 |
| Cross-Domain Video Anomaly Detection without Target Domain Adaptation | Dec 14, 2022 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| RTMDet: An Empirical Study of Designing Real-Time Object Detectors | Dec 14, 2022 | GPUInstance Segmentation | CodeCode Available | 4 |
| 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 |
| Recurrent Vision Transformers for Object Detection with Event Cameras | Dec 11, 2022 | Event-based visionGPU | CodeCode Available | 2 |
| Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection | Dec 11, 2022 | 3D Object DetectionGPU | —Unverified | 0 |
| Elixir: Train a Large Language Model on a Small GPU Cluster | Dec 10, 2022 | CPUGPU | CodeCode Available | 7 |
| Optimized Sparse Matrix Operations for Reverse Mode Automatic Differentiation | Dec 10, 2022 | GPU | CodeCode Available | 1 |
| GPU-accelerated Guided Source Separation for Meeting Transcription | Dec 10, 2022 | blind source separationCPU | CodeCode Available | 1 |
| 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 |
| 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 |
| Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks | Dec 7, 2022 | Combinatorial OptimizationFew-Shot Learning | CodeCode Available | 0 |
| Supervised Tractogram Filtering using Geometric Deep Learning | Dec 6, 2022 | Deep LearningGPU | CodeCode Available | 0 |
| Event-based Monocular Dense Depth Estimation with Recurrent Transformers | Dec 6, 2022 | DecoderDepth Estimation | —Unverified | 0 |
| Vision Transformer Computation and Resilience for Dynamic Inference | Dec 6, 2022 | GPUSemantic Segmentation | —Unverified | 0 |
| Bi-Level Optimization Augmented with Conditional Variational Autoencoder for Autonomous Driving in Dense Traffic | Dec 5, 2022 | Autonomous DrivingGPU | —Unverified | 0 |
| SoftCTC -- Semi-Supervised Learning for Text Recognition using Soft Pseudo-Labels | Dec 5, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| cs-net: structural approach to time-series forecasting for high-dimensional feature space data with limited observations | Dec 5, 2022 | GPUMultivariate Time Series Forecasting | —Unverified | 0 |
| Accelerating Interactive Human-like Manipulation Learning with GPU-based Simulation and High-quality Demonstrations | Dec 5, 2022 | GPUImitation Learning | —Unverified | 0 |
| AdaCM: Adaptive ColorMLP for Real-Time Universal Photo-realistic Style Transfer | Dec 3, 2022 | 4kGPU | —Unverified | 0 |
| The RoyalFlush System for the WMT 2022 Efficiency Task | Dec 3, 2022 | DecoderGPU | —Unverified | 0 |
| A Learned Pixel-by-Pixel Lossless Image Compression Method with 59K Parameters and Parallel Decoding | Dec 2, 2022 | DecoderGPU | CodeCode Available | 0 |
| Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks | Dec 2, 2022 | GPU | CodeCode Available | 1 |