| PCRNet: Point Cloud Registration Network using PointNet Encoding | Aug 21, 2019 | 3D Reconstructionobject-detection | CodeCode Available | 1 |
| Deep High-Resolution Representation Learning for Visual Recognition | Aug 20, 2019 | Dichotomous Image SegmentationFace Alignment | CodeCode Available | 1 |
| Dynamic Graph Message Passing Networks | Aug 19, 2019 | Image Classificationobject-detection | CodeCode Available | 1 |
| R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object | Aug 15, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| Matrix Nets: A New Deep Architecture for Object Detection | Aug 13, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides | Aug 12, 2019 | Deep LearningDiagnostic | CodeCode Available | 1 |
| LVIS: A Dataset for Large Vocabulary Instance Segmentation | Aug 8, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector | Aug 6, 2019 | Few-Shot Object DetectionObject | CodeCode Available | 1 |
| Incremental Learning Techniques for Semantic Segmentation | Jul 31, 2019 | Disjoint 10-1Disjoint 15-1 | CodeCode Available | 1 |
| MixConv: Mixed Depthwise Convolutional Kernels | Jul 22, 2019 | AutoMLImage Classification | CodeCode Available | 1 |
| Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks | Jul 15, 2019 | GPUObject | CodeCode Available | 1 |
| M3D-RPN: Monocular 3D Region Proposal Network for Object Detection | Jul 13, 2019 | 3D Object Detection3D Object Detection From Monocular Images | CodeCode Available | 1 |
| From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network | Jul 8, 2019 | 3D Object DetectionObject | CodeCode Available | 1 |
| Learning Data Augmentation Strategies for Object Detection | Jun 26, 2019 | Data AugmentationImage Augmentation | CodeCode Available | 1 |
| Unsupervised Learning of Object Keypoints for Perception and Control | Jun 19, 2019 | 3D Action Recognitionimage-classification | CodeCode Available | 1 |
| MMDetection: Open MMLab Detection Toolbox and Benchmark | Jun 17, 2019 | BenchmarkingInstance Segmentation | CodeCode Available | 1 |
| NAS-FCOS: Fast Neural Architecture Search for Object Detection | Jun 11, 2019 | DecoderGPU | CodeCode Available | 1 |
| Data-Free Quantization Through Weight Equalization and Bias Correction | Jun 11, 2019 | Data Free Quantizationobject-detection | CodeCode Available | 1 |
| BASNet: Boundary-Aware Salient Object Detection | Jun 1, 2019 | Camouflaged Object SegmentationDecoder | CodeCode Available | 1 |
| Learning RoI Transformer for Oriented Object Detection in Aerial Images | Jun 1, 2019 | Objectobject-detection | CodeCode Available | 1 |
| OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge | May 31, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images | May 30, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking | May 27, 2019 | Adversarial AttackAutonomous Driving | CodeCode Available | 1 |
| Learning Loss for Active Learning | May 9, 2019 | Active Learningimage-classification | CodeCode Available | 1 |
| Searching for MobileNetV3 | May 6, 2019 | ClassificationDecoder | CodeCode Available | 1 |
| Simultaneous Object Detection and Semantic Segmentation | May 6, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle Perception | May 1, 2019 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| RepPoints: Point Set Representation for Object Detection | Apr 25, 2019 | Objectobject-detection | CodeCode Available | 1 |
| An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection | Apr 22, 2019 | GPUobject-detection | CodeCode Available | 1 |
| Deep Hough Voting for 3D Object Detection in Point Clouds | Apr 21, 2019 | 3D Object Detection3D Object Detection From Monocular Images | CodeCode Available | 1 |
| A Simple Pooling-Based Design for Real-Time Salient Object Detection | Apr 21, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| CenterNet: Keypoint Triplets for Object Detection | Apr 17, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Towards Accurate One-Stage Object Detection with AP-Loss | Apr 12, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| High-Resolution Representations for Labeling Pixels and Regions | Apr 9, 2019 | Face AlignmentFacial Landmark Detection | CodeCode Available | 1 |
| Contextual Attention for Hand Detection in the Wild | Apr 9, 2019 | Hand Detectionobject-detection | CodeCode Available | 1 |
| FoveaBox: Beyond Anchor-based Object Detector | Apr 8, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Center and Scale Prediction: Anchor-free Approach for Pedestrian and Face Detection | Apr 5, 2019 | Face Detectionobject-detection | CodeCode Available | 1 |
| FCOS: Fully Convolutional One-Stage Object Detection | Apr 2, 2019 | 2D Object DetectionObject | CodeCode Available | 1 |
| Res2Net: A New Multi-scale Backbone Architecture | Apr 2, 2019 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Precise Detection in Densely Packed Scenes | Apr 1, 2019 | Dense Object DetectionObject | CodeCode Available | 1 |
| BayesOD: A Bayesian Approach for Uncertainty Estimation in Deep Object Detectors | Mar 9, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression | Feb 25, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Deep High-Resolution Representation Learning for Human Pose Estimation | Feb 25, 2019 | 2D Human Pose Estimation2D Pose Estimation | CodeCode Available | 1 |
| Augmentation for small object detection | Feb 19, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| PIXOR: Real-time 3D Object Detection from Point Clouds | Feb 17, 2019 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Hybrid Task Cascade for Instance Segmentation | Jan 22, 2019 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free | Jan 10, 2019 | Object Detection | CodeCode Available | 1 |
| Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning | Dec 26, 2018 | image-classificationImage Classification | CodeCode Available | 1 |
| Slimmable Neural Networks | Dec 21, 2018 | Instance SegmentationKeypoint Detection | CodeCode Available | 1 |
| Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving | Dec 18, 2018 | 3D Object Detection3D Object Detection From Stereo Images | CodeCode Available | 1 |
