| Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation | Mar 15, 2021 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 |
| S-AT GCN: Spatial-Attention Graph Convolution Network based Feature Enhancement for 3D Object Detection | Mar 15, 2021 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 1 |
| 3D-FFS: Faster 3D object detection with Focused Frustum Search in sensor fusion based networks | Mar 15, 2021 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Geometric Change Detection in Digital Twins using 3D Machine Learning | Mar 15, 2021 | 3D Pose EstimationBIG-bench Machine Learning | —Unverified | 0 |
| Potential Escalator-related Injury Identification and Prevention Based on Multi-module Integrated System for Public Health | Mar 13, 2021 | object-detectionObject Detection | —Unverified | 0 |
| ReDet: A Rotation-equivariant Detector for Aerial Object Detection | Mar 13, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Advanced Multiple Linear Regression Based Dark Channel Prior Applied on Dehazing Image and Generating Synthetic Haze | Mar 12, 2021 | Autonomous DrivingObject | —Unverified | 0 |
| Learnable Companding Quantization for Accurate Low-bit Neural Networks | Mar 12, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Probabilistic two-stage detection | Mar 12, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Data Collection and Utilization Framework for Edge AI Applications | Mar 11, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Holistic 3D Scene Understanding from a Single Image with Implicit Representation | Mar 11, 2021 | 3D Object Detection3D Shape Reconstruction | CodeCode Available | 1 |
| Privacy-preserving Object Detection | Mar 11, 2021 | Objectobject-detection | —Unverified | 0 |
| Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm | Mar 11, 2021 | Human Detectionobject-detection | CodeCode Available | 0 |
| PatchNet -- Short-range Template Matching for Efficient Video Processing | Mar 10, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks | Mar 10, 2021 | Data AugmentationDeblurring | —Unverified | 0 |
| Spatially Consistent Representation Learning | Mar 10, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| MapFusion: A General Framework for 3D Object Detection with HDMaps | Mar 10, 2021 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones | Mar 10, 2021 | Knowledge Distillationobject-detection | CodeCode Available | 1 |
| A Study of Face Obfuscation in ImageNet | Mar 10, 2021 | AttributeObject | CodeCode Available | 1 |
| FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding | Mar 10, 2021 | Contrastive LearningCross-Domain Few-Shot Object Detection | CodeCode Available | 1 |
| Cut-Thumbnail: A Novel Data Augmentation for Convolutional Neural Network | Mar 9, 2021 | ClassificationData Augmentation | CodeCode Available | 0 |
| FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery | Mar 9, 2021 | Deep LearningObject | CodeCode Available | 1 |
| ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection | Mar 9, 2021 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| Offboard 3D Object Detection from Point Cloud Sequences | Mar 8, 2021 | 3D Object Detection3D Object Recognition | —Unverified | 0 |
| End-to-End Human Object Interaction Detection with HOI Transformer | Mar 8, 2021 | Human-Object Interaction Detectionobject-detection | CodeCode Available | 1 |
| OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection | Mar 8, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges | Mar 8, 2021 | Autonomous Vehiclesimage-classification | CodeCode Available | 1 |
| Machine-learning based methodologies for 3d x-ray measurement, characterization and optimization for buried structures in advanced ic packages | Mar 8, 2021 | 3D Object DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Deeply Unsupervised Patch Re-Identification for Pre-training Object Detectors | Mar 8, 2021 | Objectobject-detection | —Unverified | 0 |
| Beyond Max-Margin: Class Margin Equilibrium for Few-shot Object Detection | Mar 8, 2021 | Few-Shot Object Detectionobject-detection | CodeCode Available | 1 |
| Optimized Object Tracking Technique Using Kalman Filter | Mar 7, 2021 | Objectobject-detection | —Unverified | 0 |
| MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection | Mar 7, 2021 | Domain Adaptationobject-detection | —Unverified | 0 |
| A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding | Mar 6, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| A Real-time Low-cost Artificial Intelligence System for Autonomous Spraying in Palm Plantations | Mar 6, 2021 | Model CompressionNavigate | CodeCode Available | 1 |
| Simultaneously Localize, Segment and Rank the Camouflaged Objects | Mar 6, 2021 | Camouflaged Object Segmentationobject-detection | CodeCode Available | 1 |
| End-to-end optimized image compression for multiple machine tasks | Mar 6, 2021 | Decoderimage-classification | —Unverified | 0 |
| Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection | Mar 6, 2021 | General ClassificationObject | —Unverified | 0 |
| Multi-Scale Feature Pyramid Network: A Heavily Occluded Pedestrian Detection Network Based on ResNet | Mar 5, 2021 | Object DetectionPedestrian Detection | —Unverified | 0 |
| Point Cloud based Hierarchical Deep Odometry Estimation | Mar 5, 2021 | object-detectionObject Detection | —Unverified | 0 |
| VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges | Mar 5, 2021 | Action RecognitionData Augmentation | CodeCode Available | 1 |
| Sparse LiDAR and Stereo Fusion (SLS-Fusion) for Depth Estimationand 3D Object Detection | Mar 5, 2021 | 3D Object DetectionDepth Estimation | —Unverified | 0 |
| labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point Clouds | Mar 5, 2021 | 3D Object Detection6D Pose Estimation | CodeCode Available | 1 |
| IAFA: Instance-aware Feature Aggregation for 3D Object Detection from a Single Image | Mar 5, 2021 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Barlow Twins: Self-Supervised Learning via Redundancy Reduction | Mar 4, 2021 | General ClassificationImage Classification | CodeCode Available | 1 |
| Data Augmentation for Object Detection via Differentiable Neural Rendering | Mar 4, 2021 | Data AugmentationNeural Rendering | CodeCode Available | 1 |
| SSTN: Self-Supervised Domain Adaptation Thermal Object Detection for Autonomous Driving | Mar 4, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Coordinate Attention for Efficient Mobile Network Design | Mar 4, 2021 | object-detectionObject Detection | CodeCode Available | 2 |
| Worsening Perception: Real-time Degradation of Autonomous Vehicle Perception Performance for Simulation of Adverse Weather Conditions | Mar 3, 2021 | Autonomous RacingAutonomous Vehicles | —Unverified | 0 |
| Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation | Mar 3, 2021 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| General Instance Distillation for Object Detection | Mar 3, 2021 | Knowledge DistillationModel Compression | CodeCode Available | 1 |