| Low-Precision Arithmetic for Fast Gaussian Processes | Jul 14, 2022 | Gaussian ProcessesGPU | CodeCode Available | 1 |
| Re2G: Retrieve, Rerank, Generate | Jul 13, 2022 | Fact CheckingFact Verification | CodeCode Available | 1 |
| Scalable Bayesian Inference for Detection and Deblending in Astronomical Images | Jul 12, 2022 | Bayesian InferenceGPU | CodeCode Available | 1 |
| LightViT: Towards Light-Weight Convolution-Free Vision Transformers | Jul 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis | Jul 11, 2022 | GPUKnowledge Distillation | CodeCode Available | 1 |
| Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation | Jul 5, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision | Jun 29, 2022 | Continual LearningGPU | CodeCode Available | 1 |
| MGNet: Monocular Geometric Scene Understanding for Autonomous Driving | Jun 27, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| RankSEG: A Consistent Ranking-based Framework for Segmentation | Jun 27, 2022 | GPUImage Segmentation | CodeCode Available | 1 |
| Winning the Lottery Ahead of Time: Efficient Early Network Pruning | Jun 21, 2022 | GPUNetwork Pruning | CodeCode Available | 1 |
| LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models | Jun 20, 2022 | GPUQuantization | CodeCode Available | 1 |
| Closed-Form Diffeomorphic Transformations for Time Series Alignment | Jun 16, 2022 | CPUForm | CodeCode Available | 1 |
| UAVs Beneath the Surface: Cooperative Autonomy for Subterranean Search and Rescue in DARPA SubT | Jun 16, 2022 | GPU | CodeCode Available | 1 |
| Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network | Jun 13, 2022 | DecoderGPU | CodeCode Available | 1 |
| Merak: An Efficient Distributed DNN Training Framework with Automated 3D Parallelism for Giant Foundation Models | Jun 10, 2022 | GPU | CodeCode Available | 1 |
| VITA: Video Instance Segmentation via Object Token Association | Jun 9, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps | Jun 8, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| Decentralized Training of Foundation Models in Heterogeneous Environments | Jun 2, 2022 | GPUScheduling | CodeCode Available | 1 |
| OmicSelector: automatic feature selection and deep learning modeling for omic experiments | Jun 2, 2022 | ClassificationDiagnostic | CodeCode Available | 1 |
| NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks | Jun 1, 2022 | Adversarial AttackGPU | CodeCode Available | 1 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Fast Nonlinear Vector Quantile Regression | May 30, 2022 | GPUquantile regression | CodeCode Available | 1 |
| Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware | May 30, 2022 | GPU | CodeCode Available | 1 |
| WaveMix: A Resource-efficient Neural Network for Image Analysis | May 28, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Green Hierarchical Vision Transformer for Masked Image Modeling | May 26, 2022 | GPUObject Detection | CodeCode Available | 1 |
