| Accelerating Interactive Human-like Manipulation Learning with GPU-based Simulation and High-quality Demonstrations | Dec 5, 2022 | GPUImitation Learning | —Unverified | 0 |
| 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 |
| Bi-Level Optimization Augmented with Conditional Variational Autoencoder for Autonomous Driving in Dense Traffic | Dec 5, 2022 | Autonomous DrivingGPU | —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 |
| BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search | Dec 1, 2022 | BenchmarkingGPU | CodeCode Available | 0 |
| Architectural Implications of Embedding Dimension during GCN on CPU and GPU | Dec 1, 2022 | CPUGPU | —Unverified | 0 |
| Real-Time High-Quality Stereo Matching System on a GPU | Dec 1, 2022 | GPUStereo Matching | —Unverified | 0 |
| Efficient stereo matching on embedded GPUs with zero-means cross correlation | Dec 1, 2022 | GPUStereo Matching | CodeCode Available | 0 |
| Pathwise CVA Regressions With Oversimulated Defaults | Nov 30, 2022 | GPUregression | CodeCode Available | 0 |
| Quantization-aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks | Nov 29, 2022 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics | Nov 29, 2022 | GPUMultiple Instance Learning | CodeCode Available | 0 |
| Entropy-Driven Mixed-Precision Quantization for Deep Network Design | Nov 28, 2022 | CPUFace Detection | —Unverified | 0 |
| Efficient Incremental Text-to-Speech on GPUs | Nov 25, 2022 | GPUSpeech Synthesis | —Unverified | 0 |
| Powderworld: A Platform for Understanding Generalization via Rich Task Distributions | Nov 23, 2022 | GPUreinforcement-learning | —Unverified | 0 |
| Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks | Nov 23, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| μSplit: efficient image decomposition for microscopy data | Nov 23, 2022 | GPU | CodeCode Available | 0 |
| Event Transformer+. A multi-purpose solution for efficient event data processing | Nov 22, 2022 | Action RecognitionAutonomous Driving | —Unverified | 0 |
| A Cross-Residual Learning for Image Recognition | Nov 22, 2022 | GPU | CodeCode Available | 0 |
| SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training | Nov 21, 2022 | cross-modal alignmentGPU | —Unverified | 0 |
| EHSNet: End-to-End Holistic Learning Network for Large-Size Remote Sensing Image Semantic Segmentation | Nov 21, 2022 | GPUSemantic Segmentation | —Unverified | 0 |
| Benchmarking Edge Computing Devices for Grape Bunches and Trunks Detection using Accelerated Object Detection Single Shot MultiBox Deep Learning Models | Nov 21, 2022 | BenchmarkingEdge-computing | —Unverified | 0 |
| Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse Weather | Nov 21, 2022 | Autonomous DrivingGPU | CodeCode Available | 0 |
| MagicVideo: Efficient Video Generation With Latent Diffusion Models | Nov 20, 2022 | GPUText-to-Video Generation | —Unverified | 0 |
| SeDR: Segment Representation Learning for Long Documents Dense Retrieval | Nov 20, 2022 | GPURepresentation Learning | CodeCode Available | 0 |
| Real-time Local Feature with Global Visual Information Enhancement | Nov 20, 2022 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| How to Fine-Tune Vision Models with SGD | Nov 17, 2022 | GPU | —Unverified | 0 |
| Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT | Nov 16, 2022 | GPUSentiment Analysis | —Unverified | 0 |
| Revisiting Training-free NAS Metrics: An Efficient Training-based Method | Nov 16, 2022 | GPUNeural Architecture Search | CodeCode Available | 0 |
| Monocular BEV Perception of Road Scenes via Front-to-Top View Projection | Nov 15, 2022 | Autonomous DrivingGPU | —Unverified | 0 |
| 3D-SiamMask: Vision-Based Multi-Rotor Aerial-Vehicle Tracking for a Moving Object | Nov 14, 2022 | 3D Single Object TrackingDepth Estimation | CodeCode Available | 0 |
| Towards a Dynamic Composability Approach for using Heterogeneous Systems in Remote Sensing | Nov 13, 2022 | GPU | —Unverified | 0 |
| Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence | Nov 11, 2022 | feature selectionFunctional Connectivity | CodeCode Available | 0 |
| Breadth-First Pipeline Parallelism | Nov 11, 2022 | GPU | —Unverified | 0 |
| Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization | Nov 11, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Efficient brain age prediction from 3D MRI volumes using 2D projections | Nov 10, 2022 | GPU | CodeCode Available | 0 |
| NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators | Nov 10, 2022 | Compiler OptimizationCPU | —Unverified | 0 |
| Training a Vision Transformer from scratch in less than 24 hours with 1 GPU | Nov 9, 2022 | GPU | CodeCode Available | 0 |
| Efficient Speech Translation with Pre-trained Models | Nov 9, 2022 | GPUTranslation | —Unverified | 0 |
| On the Application of Efficient Neural Mapping to Real-Time Indoor Localisation for Unmanned Ground Vehicles | Nov 9, 2022 | CPUGPU | —Unverified | 0 |
| Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators | Nov 8, 2022 | GPUGraph Neural Network | CodeCode Available | 0 |
| SocioProbe: What, When, and Where Language Models Learn about Sociodemographics | Nov 8, 2022 | GPU | CodeCode Available | 0 |
| Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report | Nov 7, 2022 | Bokeh Effect RenderingDeep Learning | —Unverified | 0 |
| A Targeted Sampling Strategy for Compressive Cryo Focused Ion Beam Scanning Electron Microscopy | Nov 7, 2022 | Compressive SensingDictionary Learning | —Unverified | 0 |
| An Efficient MCMC Approach to Energy Function Optimization in Protein Structure Prediction | Nov 6, 2022 | CPUDrug Design | CodeCode Available | 0 |
| Deep Learning Computer Vision Algorithms for Real-time UAVs On-board Camera Image Processing | Nov 2, 2022 | Action RecognitionAutonomous Navigation | —Unverified | 0 |
| Multifaceted Assessments of Traditional Chinese Word Segmentation Tool on Large Corpora | Nov 1, 2022 | Chinese Word SegmentationGPU | —Unverified | 0 |
| Distributed Graph Neural Network Training: A Survey | Nov 1, 2022 | CPUDistributed Computing | —Unverified | 0 |
| Order-sensitive Neural Constituency Parsing | Nov 1, 2022 | Constituency ParsingDecoder | —Unverified | 0 |