| Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization | Jan 1, 2023 | Action LocalizationGPU | CodeCode Available | 0 |
| Rethinking Feature-Based Knowledge Distillation for Face Recognition | Jan 1, 2023 | Face RecognitionGPU | —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 |
| Efficient Movie Scene Detection using State-Space Transformers | Dec 29, 2022 | GPUScene Segmentation | CodeCode Available | 1 |
| Local Learning on Transformers via Feature Reconstruction | Dec 29, 2022 | GPU | —Unverified | 0 |
| 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 |
| Real-Time Neural Light Field on Mobile Devices | Dec 15, 2022 | GPUNeRF | CodeCode Available | 1 |
| DeepJoin: Joinable Table Discovery with Pre-trained Language Models | Dec 15, 2022 | Data AugmentationGPU | —Unverified | 0 |
| RTMDet: An Empirical Study of Designing Real-Time Object Detectors | Dec 14, 2022 | GPUInstance Segmentation | CodeCode Available | 4 |
