| TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild | Mar 28, 2018 | Objectobject-detection | CodeCode Available | 0 |
| A Fast Face Detection Method via Convolutional Neural Network | Mar 27, 2018 | Face Detectionobject-detection | —Unverified | 0 |
| ClickBAIT-v2: Training an Object Detector in Real-Time | Mar 27, 2018 | image-classificationImage Classification | —Unverified | 0 |
| Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection | Mar 27, 2018 | Active LearningObject | —Unverified | 0 |
| The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking | Mar 26, 2018 | Multiple Object TrackingObject | —Unverified | 0 |
| A multilayer backpropagation saliency detection algorithm and its applications | Mar 26, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Iterative Low-Rank Approximation for CNN Compression | Mar 23, 2018 | General Classificationobject-detection | —Unverified | 0 |
| PDNet: Prior-model Guided Depth-enhanced Network for Salient Object Detection | Mar 23, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| Hardware based Spatio-Temporal Neural Processing Backend for Imaging Sensors: Towards a Smart Camera | Mar 23, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Speeding-up Object Detection Training for Robotics with FALKON | Mar 23, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Object Detection for Comics using Manga109 Annotations | Mar 23, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction | Mar 23, 2018 | Objectobject-detection | —Unverified | 0 |
| Buried object detection from B-scan ground penetrating radar data using Faster-RCNN | Mar 22, 2018 | GPRobject-detection | —Unverified | 0 |
| Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection | Mar 22, 2018 | Objectobject-detection | —Unverified | 0 |
| Group Normalization | Mar 22, 2018 | Objectobject-detection | CodeCode Available | 0 |
| Modeling Camera Effects to Improve Visual Learning from Synthetic Data | Mar 21, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| Dynamic Filtering with Large Sampling Field for ConvNets | Mar 20, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Weakly Supervised Object Localization on grocery shelves using simple FCN and Synthetic Dataset | Mar 19, 2018 | Decoderimage-classification | —Unverified | 0 |
| Zero-Shot Detection | Mar 19, 2018 | AttributeObject | CodeCode Available | 0 |
| Learning Region Features for Object Detection | Mar 19, 2018 | Objectobject-detection | —Unverified | 0 |
| Learning to Cluster for Proposal-Free Instance Segmentation | Mar 17, 2018 | Autonomous DrivingClustering | CodeCode Available | 0 |
| Fusion of an Ensemble of Augmented Image Detectors for Robust Object Detection | Mar 17, 2018 | Image AugmentationObject | —Unverified | 0 |
| Weakly Supervised Salient Object Detection Using Image Labels | Mar 17, 2018 | Objectobject-detection | —Unverified | 0 |
| Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground | Mar 16, 2018 | AttributeObject | —Unverified | 0 |
| Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts | Mar 16, 2018 | ClusteringNovel Concepts | CodeCode Available | 0 |
| Real-time Detection, Tracking, and Classification of Moving and Stationary Objects using Multiple Fisheye Images | Mar 16, 2018 | General ClassificationMoving Object Detection | —Unverified | 0 |
| Complex-YOLO: Real-time 3D Object Detection on Point Clouds | Mar 16, 2018 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| TBD: Benchmarking and Analyzing Deep Neural Network Training | Mar 16, 2018 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Diverse M-Best Solutions by Dynamic Programming | Mar 15, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Object Detection in Video with Spatiotemporal Sampling Networks | Mar 15, 2018 | Objectobject-detection | —Unverified | 0 |
| Pseudo Mask Augmented Object Detection | Mar 15, 2018 | Instance SegmentationObject | —Unverified | 0 |
| Rotation-Sensitive Regression for Oriented Scene Text Detection | Mar 14, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects | Mar 14, 2018 | Objectobject-detection | —Unverified | 0 |
| Feature Selective Small Object Detection via Knowledge-based Recurrent Attentive Neural Network | Mar 13, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Event-based Moving Object Detection and Tracking | Mar 12, 2018 | 3D geometryEvent-based vision | —Unverified | 0 |
| Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation | Mar 10, 2018 | Autonomous DrivingDepth Estimation | —Unverified | 0 |
| Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey | Mar 9, 2018 | 3D Reconstructionobject-detection | —Unverified | 0 |
| Learning Effective Binary Visual Representations with Deep Networks | Mar 8, 2018 | General ClassificationImage Retrieval | —Unverified | 0 |
| Domain Adaptive Faster R-CNN for Object Detection in the Wild | Mar 8, 2018 | Domain AdaptationObject | CodeCode Available | 1 |
| A Non-Technical Survey on Deep Convolutional Neural Network Architectures | Mar 6, 2018 | image-classificationImage Classification | —Unverified | 0 |
| CNN-Based Automatic Urinary Particles Recognition | Mar 6, 2018 | GPUObject | —Unverified | 0 |
| LSTD: A Low-Shot Transfer Detector for Object Detection | Mar 5, 2018 | Few-Shot Object DetectionObject | CodeCode Available | 0 |
| Path Aggregation Network for Instance Segmentation | Mar 5, 2018 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Focal Loss Dense Detector for Vehicle Surveillance | Mar 3, 2018 | Objectobject-detection | —Unverified | 0 |
| Real-Time Deep Learning Method for Abandoned Luggage Detection in Video | Mar 3, 2018 | Deep LearningMotion Estimation | —Unverified | 0 |
| Temporally Identity-Aware SSD with Attentional LSTM | Mar 1, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image | Feb 28, 2018 | BenchmarkingInstance Segmentation | —Unverified | 0 |
| Recurrent Residual Module for Fast Inference in Videos | Feb 27, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Mixed Supervised Object Detection with Robust Objectness Transfer | Feb 27, 2018 | Multiple Instance LearningObject | —Unverified | 0 |
| Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning | Feb 26, 2018 | ClusteringGeneral Classification | —Unverified | 0 |