| 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 |
| LightViT: Towards Light-Weight Convolution-Free Vision Transformers | Jul 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| Scalable Bayesian Inference for Detection and Deblending in Astronomical Images | Jul 12, 2022 | Bayesian InferenceGPU | 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 |
| DOGE-Train: Discrete Optimization on GPU with End-to-end Training | May 23, 2022 | Combinatorial OptimizationGPU | CodeCode Available | 1 |
| FFHNet : Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time | May 23, 2022 | GPUGrasp Generation | CodeCode Available | 1 |
| EXODUS: Stable and Efficient Training of Spiking Neural Networks | May 20, 2022 | GPU | CodeCode Available | 1 |
| Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations | May 19, 2022 | GPU | CodeCode Available | 1 |
| MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes | May 18, 2022 | 2kCPU | CodeCode Available | 1 |
| ETAD: Training Action Detection End to End on a Laptop | May 14, 2022 | Action DetectionGPU | CodeCode Available | 1 |
| A Unified Framework for Implicit Sinkhorn Differentiation | May 13, 2022 | GPU | CodeCode Available | 1 |
| Clinical Prompt Learning with Frozen Language Models | May 11, 2022 | BenchmarkingGPU | CodeCode Available | 1 |
| BDIS: Bayesian Dense Inverse Searching Method for Real-Time Stereo Surgical Image Matching | May 6, 2022 | CPUGPU | CodeCode Available | 1 |
| In Defense of Image Pre-Training for Spatiotemporal Recognition | May 3, 2022 | GPUSTS | CodeCode Available | 1 |
| APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud Classification | May 2, 2022 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Generative Multi-hop Retrieval | Apr 27, 2022 | DecoderGPU | CodeCode Available | 1 |
| FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference | Apr 27, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| OHM: GPU Based Occupancy Map Generation | Apr 26, 2022 | CPUGPU | CodeCode Available | 1 |
| Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images | Apr 21, 2022 | GPUImage Segmentation | CodeCode Available | 1 |
| CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis | Apr 19, 2022 | CPUGPU | CodeCode Available | 1 |
| Differentiable Time-Frequency Scattering on GPU | Apr 18, 2022 | Audio GenerationCPU | CodeCode Available | 1 |
| HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package | Apr 14, 2022 | DenoisingGPU | CodeCode Available | 1 |
| CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU | Apr 13, 2022 | Click-Through Rate PredictionGPU | CodeCode Available | 1 |
| PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems | Apr 11, 2022 | CPUGPU | CodeCode Available | 1 |
| GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering | Apr 8, 2022 | Collaborative FilteringGPU | CodeCode Available | 1 |
| TorMentor: Deterministic dynamic-path, data augmentations with fractals | Apr 7, 2022 | Activity Recognition In VideosBinarization | CodeCode Available | 1 |
| Event Transformer. A sparse-aware solution for efficient event data processing | Apr 7, 2022 | CPUGesture Recognition | CodeCode Available | 1 |
| Total Variation Optimization Layers for Computer Vision | Apr 7, 2022 | DenoisingEdge Detection | CodeCode Available | 1 |
| StaSiS-Net: a stacked and siamese stereo network for depth reconstruction in modern 3D laparoscopy. | Apr 6, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
