| Improving One-shot NAS by Suppressing the Posterior Fading | Oct 6, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Active Learning with Point Supervision for Cost-Effective Panicle Detection in Cereal Crops | Oct 4, 2019 | Active LearningObject | —Unverified | 0 |
| Kidney Recognition in CT Using YOLOv3 | Oct 3, 2019 | DiversityObject | —Unverified | 0 |
| ANDA: A Novel Data Augmentation Technique Applied to Salient Object Detection | Oct 3, 2019 | Data AugmentationImage Augmentation | CodeCode Available | 0 |
| Generalization Bounds for Convolutional Neural Networks | Oct 3, 2019 | Generalization Boundsimage-classification | —Unverified | 0 |
| 360-Indoor: Towards Learning Real-World Objects in 360° Indoor Equirectangular Images | Oct 3, 2019 | Objectobject-detection | —Unverified | 0 |
| YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection | Oct 3, 2019 | Objectobject-detection | CodeCode Available | 0 |
| Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning | Oct 2, 2019 | Autonomous VehiclesObject | —Unverified | 0 |
| Embodied Language Grounding with 3D Visual Feature Representations | Oct 2, 2019 | Object Detection | CodeCode Available | 0 |
| Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning | Oct 1, 2019 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 0 |
| Meta-Learning to Detect Rare Objects | Oct 1, 2019 | Few-Shot LearningFew-Shot Object Detection | —Unverified | 0 |
| EGNet: Edge Guidance Network for Salient Object Detection | Oct 1, 2019 | Camouflaged Object SegmentationCo-Salient Object Detection | CodeCode Available | 0 |
| Learning to Rank Proposals for Object Detection | Oct 1, 2019 | Learning-To-RankObject | —Unverified | 0 |
| Objects365: A Large-Scale, High-Quality Dataset for Object Detection | Oct 1, 2019 | Objectobject-detection | —Unverified | 0 |
| Enriched Feature Guided Refinement Network for Object Detection | Oct 1, 2019 | GPUObject | CodeCode Available | 0 |
| Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving | Oct 1, 2019 | 3D Object Detection3D Reconstruction | —Unverified | 0 |
| Object Guided External Memory Network for Video Object Detection | Oct 1, 2019 | Hard AttentionObject | —Unverified | 0 |
| Dynamic Anchor Feature Selection for Single-Shot Object Detection | Oct 1, 2019 | feature selectionObject | —Unverified | 0 |
| Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection | Oct 1, 2019 | object-detectionObject Detection | —Unverified | 0 |
| Hierarchical Shot Detector | Oct 1, 2019 | General Classificationobject-detection | CodeCode Available | 0 |
| C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection | Oct 1, 2019 | Multiple Instance Learningobject-detection | —Unverified | 0 |
| Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection | Oct 1, 2019 | Objectobject-detection | —Unverified | 0 |
| Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification | Oct 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object Detection | Oct 1, 2019 | Objectobject-detection | CodeCode Available | 0 |
| Stacked Cross Refinement Network for Edge-Aware Salient Object Detection | Oct 1, 2019 | AttributeEdge Detection | CodeCode Available | 0 |
| See-Through-Text Grouping for Referring Image Segmentation | Oct 1, 2019 | Image Segmentationobject-detection | —Unverified | 0 |
| ThunderNet: Towards Real-Time Generic Object Detection on Mobile Devices | Oct 1, 2019 | object-detectionObject Detection | —Unverified | 0 |
| Transductive Learning for Zero-Shot Object Detection | Oct 1, 2019 | Objectobject-detection | —Unverified | 0 |
| Towards Interpretable Object Detection by Unfolding Latent Structures | Oct 1, 2019 | Objectobject-detection | CodeCode Available | 0 |
| Differentiable Kernel Evolution | Oct 1, 2019 | object-detectionObject Detection | —Unverified | 0 |
| Learning Rich Features at High-Speed for Single-Shot Object Detection | Oct 1, 2019 | GPUobject-detection | CodeCode Available | 1 |
| Bridging the Gap Between Detection and Tracking: A Unified Approach | Oct 1, 2019 | Objectobject-detection | —Unverified | 0 |
| AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos | Oct 1, 2019 | Action RecognitionAutonomous Driving | —Unverified | 0 |
| Employing Deep Part-Object Relationships for Salient Object Detection | Oct 1, 2019 | Objectobject-detection | CodeCode Available | 0 |
| Automated Weed Detection in Aerial Imagery with Context | Oct 1, 2019 | object-detectionObject Detection | —Unverified | 0 |
| A Computationally Efficient Pipeline Approach to Full Page Offline Handwritten Text Recognition | Oct 1, 2019 | Handwriting RecognitionHandwritten Text Recognition | —Unverified | 0 |
| Enhancing Object Detection in Adverse Conditions using Thermal Imaging | Sep 30, 2019 | Autonomous DrivingObject | —Unverified | 0 |
| RandAugment: Practical automated data augmentation with a reduced search space | Sep 30, 2019 | Data AugmentationDomain Generalization | CodeCode Available | 2 |
| Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations | Sep 30, 2019 | DiversityImage Retrieval | —Unverified | 0 |
| Meta-learning algorithms for Few-Shot Computer Vision | Sep 30, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| An Object Detection by using Adaptive Structural Learning of Deep Belief Network | Sep 30, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Role of Spatial Context in Adversarial Robustness for Object Detection | Sep 30, 2019 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Robust Data Association for Object-level Semantic SLAM | Sep 30, 2019 | Objectobject-detection | —Unverified | 0 |
| PolarMask: Single Shot Instance Segmentation with Polar Representation | Sep 29, 2019 | Distance regressionInstance Segmentation | CodeCode Available | 1 |
| REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs | Sep 29, 2019 | Model Compressionobject-detection | —Unverified | 0 |
| DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision | Sep 28, 2019 | object-detectionObject Detection | —Unverified | 0 |
| On Generalizing Detection Models for Unconstrained Environments | Sep 28, 2019 | Incremental LearningObject | CodeCode Available | 0 |
| Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning | Sep 28, 2019 | Few-Shot LearningFew-Shot Object Detection | —Unverified | 0 |
| epBRM: Improving a Quality of 3D Object Detection using End Point Box Regression Module | Sep 27, 2019 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| ASSD: Attentive Single Shot Multibox Detector | Sep 27, 2019 | Objectobject-detection | CodeCode Available | 1 |