| Training a Large Video Model on a Single Machine in a Day | Sep 28, 2023 | Action RecognitionCPU | CodeCode Available | 1 |
| GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis | Sep 27, 2023 | CPUGPU | CodeCode Available | 1 |
| BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning | Sep 27, 2023 | GPUVideo-based Generative Performance Benchmarking | CodeCode Available | 1 |
| LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models | Sep 25, 2023 | GPUMixture-of-Experts | CodeCode Available | 1 |
| Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction | Sep 25, 2023 | GPUMRI Reconstruction | CodeCode Available | 1 |
| A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space | Sep 21, 2023 | GPURepresentation Learning | CodeCode Available | 1 |
| Parallelizing non-linear sequential models over the sequence length | Sep 21, 2023 | GPUTime Series | CodeCode Available | 1 |
| MEFLUT: Unsupervised 1D Lookup Tables for Multi-exposure Image Fusion | Sep 21, 2023 | 4kGPU | CodeCode Available | 1 |
| Spatial-Assistant Encoder-Decoder Network for Real Time Semantic Segmentation | Sep 19, 2023 | DecoderGPU | CodeCode Available | 1 |
| Derivatives Sensitivities Computation under Heston Model on GPU | Sep 19, 2023 | CPUGPU | CodeCode Available | 1 |
| LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual Tracking | Sep 17, 2023 | GPUVisual Tracking | CodeCode Available | 1 |
| ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images | Sep 16, 2023 | GPUNovel View Synthesis | CodeCode Available | 1 |
| Autotuning Apache TVM-based Scientific Applications Using Bayesian Optimization | Sep 13, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| Mobile Vision Transformer-based Visual Object Tracking | Sep 11, 2023 | GPUObject | CodeCode Available | 1 |
| Dynamic Mesh-Aware Radiance Fields | Sep 8, 2023 | GPUNeRF | CodeCode Available | 1 |
| Separable Self and Mixed Attention Transformers for Efficient Object Tracking | Sep 7, 2023 | CPUGPU | CodeCode Available | 1 |
| Diffusion Models for Interferometric Satellite Aperture Radar | Aug 31, 2023 | GPUImage Generation | CodeCode Available | 1 |
| Latency-aware Unified Dynamic Networks for Efficient Image Recognition | Aug 30, 2023 | GPUScheduling | CodeCode Available | 1 |
| Learning to Upsample by Learning to Sample | Aug 29, 2023 | Depth EstimationFeature Upsampling | CodeCode Available | 1 |
| Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs | Aug 29, 2023 | CPUGPU | CodeCode Available | 1 |
| DM-VTON: Distilled Mobile Real-time Virtual Try-On | Aug 26, 2023 | GPUHuman Parsing | CodeCode Available | 1 |
| SoTaNa: The Open-Source Software Development Assistant | Aug 25, 2023 | Code SummarizationGPU | CodeCode Available | 1 |
| Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference | Aug 23, 2023 | CPUGPU | CodeCode Available | 1 |
| A Unified Framework for 3D Point Cloud Visual Grounding | Aug 23, 2023 | CPUGPU | CodeCode Available | 1 |
| Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks | Aug 22, 2023 | Computational EfficiencyGPU | CodeCode Available | 1 |
| EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition | Aug 21, 2023 | GPUImage Retrieval | CodeCode Available | 1 |
| When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA | Aug 13, 2023 | Autonomous DrivingCPU | CodeCode Available | 1 |
| High-performance Data Management for Whole Slide Image Analysis in Digital Pathology | Aug 10, 2023 | CPUGPU | CodeCode Available | 1 |
| Application-Oriented Benchmarking of Quantum Generative Learning Using QUARK | Aug 8, 2023 | BenchmarkingGPU | CodeCode Available | 1 |
| MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression | Jul 28, 2023 | GPUImage Compression | CodeCode Available | 1 |
| To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation | Jul 27, 2023 | Domain AdaptationGPU | CodeCode Available | 1 |
| Tackling the Curse of Dimensionality with Physics-Informed Neural Networks | Jul 23, 2023 | GPU | CodeCode Available | 1 |
| Character Time-series Matching For Robust License Plate Recognition | Jul 21, 2023 | GPULicense Plate Detection | CodeCode Available | 1 |
| TwinLiteNet: An Efficient and Lightweight Model for Driveable Area and Lane Segmentation in Self-Driving Cars | Jul 20, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Radar-STDA: A High-Performance Spatial-Temporal Denoising Autoencoder for Interference Mitigation of FMCW Radars | Jul 18, 2023 | Autonomous VehiclesDenoising | CodeCode Available | 1 |
| Systematic comparison of semi-supervised and self-supervised learning for medical image classification | Jul 18, 2023 | GPUimage-classification | CodeCode Available | 1 |
| Adaptively Placed Multi-Grid Scene Representation Networks for Large-Scale Data Visualization | Jul 16, 2023 | Data VisualizationGPU | CodeCode Available | 1 |
| In-context Autoencoder for Context Compression in a Large Language Model | Jul 13, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models | Jul 13, 2023 | Diffusion PersonalizationDiffusion Personalization Tuning Free | CodeCode Available | 1 |
| Weakly-supervised positional contrastive learning: application to cirrhosis classification | Jul 10, 2023 | ClassificationContrastive Learning | CodeCode Available | 1 |
| GP-guided MPPI for Efficient Navigation in Complex Unknown Cluttered Environments | Jul 8, 2023 | Autonomous NavigationCollision Avoidance | CodeCode Available | 1 |
| Unbalanced Optimal Transport: A Unified Framework for Object Detection | Jul 5, 2023 | GPUObject | CodeCode Available | 1 |
| Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses | Jun 28, 2023 | CPUGPU | CodeCode Available | 1 |
| Fauno: The Italian Large Language Model that will leave you senza parole! | Jun 26, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Im2win: An Efficient Convolution Paradigm on GPU | Jun 25, 2023 | GPU | CodeCode Available | 1 |
| Scaling MLPs: A Tale of Inductive Bias | Jun 23, 2023 | Computational EfficiencyGPU | CodeCode Available | 1 |
| Implementing contextual biasing in GPU decoder for online ASR | Jun 23, 2023 | CPUDecoder | CodeCode Available | 1 |
| Accelerating SNN Training with Stochastic Parallelizable Spiking Neurons | Jun 22, 2023 | GPU | CodeCode Available | 1 |
| Dynamic Perceiver for Efficient Visual Recognition | Jun 20, 2023 | Action RecognitionClassification | CodeCode Available | 1 |
| Evaluation and Optimization of Gradient Compression for Distributed Deep Learning | Jun 15, 2023 | Deep LearningGPU | CodeCode Available | 1 |
