| Real-Time Anchor-Free Single-Stage 3D Detection with IoU-Awareness | Jul 29, 2021 | Data AugmentationGPU | —Unverified | 0 |
| HAFLO: GPU-Based Acceleration for Federated Logistic Regression | Jul 29, 2021 | Federated LearningGPU | —Unverified | 0 |
| A Computer Vision-Based Approach for Driver Distraction Recognition using Deep Learning and Genetic Algorithm Based Ensemble | Jul 28, 2021 | GPU | —Unverified | 0 |
| High-speed object detection with a single-photon time-of-flight image sensor | Jul 28, 2021 | GPUobject-detection | —Unverified | 0 |
| H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks | Jul 25, 2021 | GPUVocal Bursts Intensity Prediction | —Unverified | 0 |
| Self-Correcting Neural Networks For Safe Classification | Jul 23, 2021 | ClassificationGPU | CodeCode Available | 0 |
| DeepScale: Online Frame Size Adaptation for Multi-object Tracking on Smart Cameras and Edge Servers | Jul 22, 2021 | GPUMulti-Object Tracking | —Unverified | 0 |
| Small-Text: Active Learning for Text Classification in Python | Jul 21, 2021 | Active LearningClassification | —Unverified | 0 |
| Generative Video Transformer: Can Objects be the Words? | Jul 20, 2021 | GPUScene Understanding | —Unverified | 0 |
| A baseline model for computationally inexpensive speech recognition for Kazakh using the Coqui STT framework | Jul 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Dynamic Transformer for Efficient Machine Translation on Embedded Devices | Jul 17, 2021 | CPUGPU | —Unverified | 0 |
| Neural Architecture Search using Covariance Matrix Adaptation Evolution Strategy | Jul 15, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| CNN-Cap: Effective Convolutional Neural Network Based Capacitance Models for Full-Chip Parasitic Extraction | Jul 14, 2021 | GPU | CodeCode Available | 0 |
| Object Retrieval and Localization in Large Art Collections using Deep Multi-Style Feature Fusion and Iterative Voting | Jul 14, 2021 | GPURetrieval | —Unverified | 0 |
| Accelerating Distributed K-FAC with Smart Parallelism of Computing and Communication Tasks | Jul 14, 2021 | GPU | —Unverified | 0 |
| An Efficient DP-SGD Mechanism for Large Scale NLP Models | Jul 14, 2021 | GPUNatural Language Understanding | —Unverified | 0 |
| Carle's Game: An Open-Ended Challenge in Exploratory Machine Creativity | Jul 13, 2021 | Artificial LifeGPU | CodeCode Available | 0 |
| LANA: Latency Aware Network Acceleration | Jul 12, 2021 | CPUGPU | —Unverified | 0 |
| Autoencoder-driven Spiral Representation Learning for Gravitational Wave Surrogate Modelling | Jul 9, 2021 | AstronomyGPU | —Unverified | 0 |
| Core-set Sampling for Efficient Neural Architecture Search | Jul 8, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor Segmentation | Jul 8, 2021 | Brain Tumor SegmentationGPU | —Unverified | 0 |
| SpecGrav -- Detection of Gravitational Waves using Deep Learning | Jul 8, 2021 | AstronomyDeep Learning | —Unverified | 0 |
| Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images | Jul 8, 2021 | GPUOrgan Segmentation | —Unverified | 0 |
| Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration | Jul 8, 2021 | FormGPU | —Unverified | 0 |
| FasterPose: A Faster Simple Baseline for Human Pose Estimation | Jul 7, 2021 | GPUPose Estimation | —Unverified | 0 |
| GraspME -- Grasp Manifold Estimator | Jul 5, 2021 | GPUKeypoint Estimation | —Unverified | 0 |
| Fast and Scalable Optimal Transport for Brain Tractograms | Jul 5, 2021 | GPU | —Unverified | 0 |
| Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction | Jul 4, 2021 | Atari GamesGPU | CodeCode Available | 0 |
| Isotonic Data Augmentation for Knowledge Distillation | Jul 3, 2021 | AttributeData Augmentation | —Unverified | 0 |
| A TensorFlow implementation of Local Binary Patterns Transform | Jun 30, 2021 | CPUGPU | CodeCode Available | 0 |
| Object Detection Based Handwriting Localization | Jun 28, 2021 | GPUHandwriting Recognition | —Unverified | 0 |
| Image Classification with CondenseNeXt for ARM-Based Computing Platforms | Jun 26, 2021 | Autonomous DrivingClassification | CodeCode Available | 0 |
| Exploring Stronger Feature for Temporal Action Localization | Jun 24, 2021 | Action LocalizationGPU | —Unverified | 0 |
| VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning | Jun 22, 2021 | 3D Instance SegmentationCell Tracking | —Unverified | 0 |
| Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images | Jun 21, 2021 | Computed Tomography (CT)Diversity | —Unverified | 0 |
| Restoring Extremely Dark Images in Real Time | Jun 19, 2021 | 4kCPU | CodeCode Available | 0 |
| Real-Time Sphere Sweeping Stereo From Multiview Fisheye Images | Jun 19, 2021 | GPU | —Unverified | 0 |
| CenterAtt: Fast 2-stage Center Attention Network | Jun 19, 2021 | GPU | —Unverified | 0 |
| Layer Pruning on Demand with Intermediate CTC | Jun 17, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DeepSplit: Scalable Verification of Deep Neural Networks via Operator Splitting | Jun 16, 2021 | GPUimage-classification | CodeCode Available | 0 |
| A Spiking Neural Network for Image Segmentation | Jun 16, 2021 | BenchmarkingCPU | —Unverified | 0 |
| Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera | Jun 15, 2021 | GPUPhysical Simulations | —Unverified | 0 |
| ReS2tAC -- UAV-Borne Real-Time SGM Stereo Optimized for Embedded ARM and CUDA Devices | Jun 15, 2021 | CPUGPU | —Unverified | 0 |
| Multi-Resolution Continuous Normalizing Flows | Jun 15, 2021 | Density EstimationGPU | CodeCode Available | 0 |
| Protein-Ligand Docking Surrogate Models: A SARS-CoV-2 Benchmark for Deep Learning Accelerated Virtual Screening | Jun 13, 2021 | GPU | CodeCode Available | 0 |
| Zero-Cost Operation Scoring in Differentiable Architecture Search | Jun 12, 2021 | GPUNeural Architecture Search | CodeCode Available | 0 |
| Global Neighbor Sampling for Mixed CPU-GPU Training on Giant Graphs | Jun 11, 2021 | CPUFraud Detection | —Unverified | 0 |
| Exploiting Large-scale Teacher-Student Training for On-device Acoustic Models | Jun 11, 2021 | GPU | —Unverified | 0 |
| Context-Free TextSpotter for Real-Time and Mobile End-to-End Text Detection and Recognition | Jun 10, 2021 | GPUOptical Character Recognition (OCR) | —Unverified | 0 |
| HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks | Jun 9, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |