| Exploring shared memory architectures for end-to-end gigapixel deep learning | Apr 24, 2023 | CPUDeep Learning | —Unverified | 0 |
| Learning Partial Correlation based Deep Visual Representation for Image Classification | Apr 23, 2023 | Fine-Grained Image ClassificationGPU | CodeCode Available | 1 |
| Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations | Apr 21, 2023 | AllGPU | —Unverified | 0 |
| eWaSR -- an embedded-compute-ready maritime obstacle detection network | Apr 21, 2023 | GPU | CodeCode Available | 1 |
| FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system | Apr 21, 2023 | CPUGPU | CodeCode Available | 1 |
| Scaling the leading accuracy of deep equivariant models to biomolecular simulations of realistic size | Apr 20, 2023 | GPU | CodeCode Available | 2 |
| Local object crop collision network for efficient simulation of non-convex objects in GPU-based simulators | Apr 19, 2023 | Contact DetectionGPU | —Unverified | 0 |
| DADFNet: Dual Attention and Dual Frequency-Guided Dehazing Network for Video-Empowered Intelligent Transportation | Apr 19, 2023 | GPUManagement | —Unverified | 0 |
| Cooperative Multi-Agent Reinforcement Learning for Inventory Management | Apr 18, 2023 | GPUManagement | —Unverified | 0 |
| DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training | Apr 17, 2023 | Contrastive LearningGPU | CodeCode Available | 1 |
| Sustainable AIGC Workload Scheduling of Geo-Distributed Data Centers: A Multi-Agent Reinforcement Learning Approach | Apr 17, 2023 | GPUMulti-agent Reinforcement Learning | —Unverified | 0 |
| DETRs Beat YOLOs on Real-time Object Detection | Apr 17, 2023 | 2D Object DetectionDecoder | CodeCode Available | 8 |
| HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUs | Apr 14, 2023 | Collaborative FilteringCPU | CodeCode Available | 0 |
| SEA: A Scalable Entity Alignment System | Apr 14, 2023 | Entity AlignmentGPU | CodeCode Available | 0 |
| Unsupervised ANN-Based Equalizer and Its Trainable FPGA Implementation | Apr 14, 2023 | GPU | —Unverified | 0 |
| EWT: Efficient Wavelet-Transformer for Single Image Denoising | Apr 13, 2023 | DenoisingGPU | —Unverified | 0 |
| Representing Volumetric Videos as Dynamic MLP Maps | Apr 13, 2023 | DecoderGPU | —Unverified | 0 |
| DGNN-Booster: A Generic FPGA Accelerator Framework For Dynamic Graph Neural Network Inference | Apr 13, 2023 | CPUGPU | CodeCode Available | 1 |
| Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention | Apr 13, 2023 | Contrastive LearningGPU | CodeCode Available | 0 |
| Gradient-Free Textual Inversion | Apr 12, 2023 | Computational EfficiencyCPU | —Unverified | 0 |
| Semantic Segmentation with High Inference Speed in Off-Road Environments | Apr 10, 2023 | 2D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 0 |
| Rotation-Scale Equivariant Steerable Filters | Apr 10, 2023 | GPU | CodeCode Available | 0 |
| Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models | Apr 10, 2023 | GPUImage Manipulation | CodeCode Available | 1 |
| ADS_UNet: A Nested UNet for Histopathology Image Segmentation | Apr 10, 2023 | DecoderGPU | —Unverified | 0 |
| AI-assisted Automated Workflow for Real-time X-ray Ptychography Data Analysis via Federated Resources | Apr 9, 2023 | GPURetrieval | —Unverified | 0 |
| ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels | Apr 7, 2023 | CPUGPU | —Unverified | 0 |
| Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge | Apr 7, 2023 | GPUSegmentation | —Unverified | 0 |
| EZClone: Improving DNN Model Extraction Attack via Shape Distillation from GPU Execution Profiles | Apr 6, 2023 | GPUModel extraction | —Unverified | 0 |
| Hyper-parameter Tuning for Adversarially Robust Models | Apr 5, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| FakET: Simulating Cryo-Electron Tomograms with Neural Style Transfer | Apr 4, 2023 | Data AugmentationGPU | CodeCode Available | 1 |
| DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the Cloud | Apr 4, 2023 | CPUGPU | —Unverified | 0 |
| FisHook -- An Optimized Approach to Marine Specie Classification using MobileNetV2 | Apr 4, 2023 | DiversityGPU | —Unverified | 0 |
| A real-time algorithm for human action recognition in RGB and thermal video | Apr 4, 2023 | Action RecognitionGPU | —Unverified | 0 |
| TransPimLib: A Library for Efficient Transcendental Functions on Processing-in-Memory Systems | Apr 3, 2023 | CPUGPU | CodeCode Available | 1 |
| X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs | Apr 3, 2023 | GPUscientific discovery | CodeCode Available | 1 |
| Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence? | Mar 31, 2023 | DiversityGPU | —Unverified | 0 |
| Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning | Mar 29, 2023 | GPUreinforcement-learning | CodeCode Available | 2 |
| PopSparse: Accelerated block sparse matrix multiplication on IPU | Mar 29, 2023 | GPU | —Unverified | 0 |
| Fast inference of latent space dynamics in huge relational event networks | Mar 29, 2023 | ClusteringGPU | —Unverified | 0 |
| GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization | Mar 29, 2023 | Code GenerationCPU | CodeCode Available | 1 |
| Instant Photorealistic Neural Radiance Fields Stylization | Mar 29, 2023 | GPUImage Generation | CodeCode Available | 0 |
| FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation | Mar 28, 2023 | GPUNeural Architecture Search | —Unverified | 0 |
| Hard-normal Example-aware Template Mutual Matching for Industrial Anomaly Detection | Mar 28, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| CARTO: Category and Joint Agnostic Reconstruction of ARTiculated Objects | Mar 28, 2023 | DecoderGPU | CodeCode Available | 1 |
| 4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free Images | Mar 28, 2023 | 4kDepth Estimation | CodeCode Available | 1 |
| Seer: Language Instructed Video Prediction with Latent Diffusion Models | Mar 27, 2023 | DenoisingGPU | CodeCode Available | 1 |
| Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations | Mar 27, 2023 | GPUSuper-Resolution | CodeCode Available | 1 |
| SimpleNet: A Simple Network for Image Anomaly Detection and Localization | Mar 27, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies | Mar 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 2 |
| GPU-accelerated Matrix Cover Algorithm for Multiple Patterning Layout Decomposition | Mar 25, 2023 | GPU | —Unverified | 0 |