| Needles in Haystacks: On Classifying Tiny Objects in Large Images | Aug 16, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| IoU-balanced Loss Functions for Single-stage Object Detection | Aug 15, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| AutoCorrect: Deep Inductive Alignment of Noisy Geometric Annotations | Aug 14, 2019 | Object | —Unverified | 0 |
| Detecting 11K Classes: Large Scale Object Detection without Fine-Grained Bounding Boxes | Aug 14, 2019 | Objectobject-detection | —Unverified | 0 |
| Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data | Aug 13, 2019 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation | Aug 13, 2019 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Matrix Nets: A New Deep Architecture for Object Detection | Aug 13, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Learning Target-oriented Dual Attention for Robust RGB-T Tracking | Aug 12, 2019 | ObjectObject Tracking | —Unverified | 0 |
| Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides | Aug 12, 2019 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Explicit Shape Encoding for Real-Time Instance Segmentation | Aug 12, 2019 | Instance SegmentationObject | CodeCode Available | 0 |
| IoU Loss for 2D/3D Object Detection | Aug 11, 2019 | 2D Object Detection3D Object Detection | CodeCode Available | 0 |
| Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach | Aug 11, 2019 | DisentanglementObject | CodeCode Available | 0 |
| Recent Advances in Deep Learning for Object Detection | Aug 10, 2019 | Deep Learningimage-classification | CodeCode Available | 0 |
| Unconstrained Foreground Object Search | Aug 10, 2019 | Object | —Unverified | 0 |
| Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification | Aug 10, 2019 | ObjectObject Tracking | CodeCode Available | 0 |
| Object-Aware Instance Labeling for Weakly Supervised Object Detection | Aug 10, 2019 | Objectobject-detection | —Unverified | 0 |
| A Mask-RCNN Baseline for Probabilistic Object Detection | Aug 9, 2019 | Objectobject-detection | —Unverified | 0 |
| LVIS: A Dataset for Large Vocabulary Instance Segmentation | Aug 8, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| Image-based marker tracking and registration for intraoperative 3D image-guided interventions using augmented reality | Aug 8, 2019 | Object | —Unverified | 0 |
| A fast multi-object tracking system using an object detector ensemble | Aug 6, 2019 | Multi-Object TrackingMultiple Object Tracking | —Unverified | 0 |
| OD-GCN: Object Detection Boosted by Knowledge GCN | Aug 6, 2019 | Objectobject-detection | —Unverified | 0 |
| Contour Loss: Boundary-Aware Learning for Salient Object Segmentation | Aug 6, 2019 | GPUObject | —Unverified | 0 |
| Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector | Aug 6, 2019 | Few-Shot Object DetectionObject | CodeCode Available | 1 |
| View N-gram Network for 3D Object Retrieval | Aug 6, 2019 | 3D Object Retrieval3D Shape Classification | —Unverified | 0 |
| Cascaded Revision Network for Novel Object Captioning | Aug 6, 2019 | Image CaptioningObject | CodeCode Available | 0 |
| Aligning Linguistic Words and Visual Semantic Units for Image Captioning | Aug 6, 2019 | AttributeImage Captioning | CodeCode Available | 0 |
| Semi-Automatic Labeling for Deep Learning in Robotics | Aug 5, 2019 | Deep LearningObject | CodeCode Available | 0 |
| Revisiting Feature Alignment for One-stage Object Detection | Aug 5, 2019 | Objectobject-detection | —Unverified | 0 |
| 3D Reconstruction of Deformable Revolving Object under Heavy Hand Interaction | Aug 5, 2019 | 3D ReconstructionObject | —Unverified | 0 |
| Searching for Ambiguous Objects in Videos using Relational Referring Expressions | Aug 3, 2019 | Deep AttentionNatural Language Visual Grounding | CodeCode Available | 0 |
| ScarfNet: Multi-scale Features with Deeply Fused and Redistributed Semantics for Enhanced Object Detection | Aug 1, 2019 | Objectobject-detection | —Unverified | 0 |
| Multi-path Learning for Object Pose Estimation Across Domains | Aug 1, 2019 | DecoderObject | CodeCode Available | 0 |
| Interior Object Detection and Color Harmonization | Jul 31, 2019 | Image SegmentationObject | —Unverified | 0 |
| Synthetic Image Augmentation for Improved Classification using Generative Adversarial Networks | Jul 31, 2019 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Image Captioning with Unseen Objects | Jul 31, 2019 | Caption GenerationImage Captioning | —Unverified | 0 |
| The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation | Jul 30, 2019 | Instance SegmentationObject | —Unverified | 0 |
| An Empirical Study of Propagation-based Methods for Video Object Segmentation | Jul 30, 2019 | ObjectSemantic Segmentation | —Unverified | 0 |
| FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation | Jul 29, 2019 | Few-Shot Semantic SegmentationObject | CodeCode Available | 0 |
| Reprojection R-CNN: A Fast and Accurate Object Detector for 360° Images | Jul 27, 2019 | ERPObject | —Unverified | 0 |
| Look Further to Recognize Better: Learning Shared Topics and Category-Specific Dictionaries for Open-Ended 3D Object Recognition | Jul 26, 2019 | 3D Object RecognitionObject | —Unverified | 0 |
| Multi-level Domain Adaptive learning for Cross-Domain Detection | Jul 26, 2019 | Objectobject-detection | —Unverified | 0 |
| Real-time Visual Object Tracking with Natural Language Description | Jul 26, 2019 | GPUObject | —Unverified | 0 |
| Object as Distribution | Jul 25, 2019 | Autonomous DrivingInstance Segmentation | —Unverified | 0 |
| Learning Transparent Object Matting | Jul 25, 2019 | DecoderImage Matting | CodeCode Available | 0 |
| SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications | Jul 25, 2019 | Objectobject-detection | CodeCode Available | 0 |
| Simultaneous multi-view instance detection with learned geometric soft-constraints | Jul 25, 2019 | multi-view detectionObject | —Unverified | 0 |
| Multi-adversarial Faster-RCNN for Unrestricted Object Detection | Jul 24, 2019 | Domain AdaptationObject | CodeCode Available | 0 |
| Towards Adversarially Robust Object Detection | Jul 24, 2019 | Multi-Task LearningObject | —Unverified | 0 |
| Higher-Order Function Networks for Learning Composable 3D Object Representations | Jul 24, 2019 | DecoderMotion Planning | —Unverified | 0 |
| Not Only Look But Observe: Variational Observation Model of Scene-Level 3D Multi-Object Understanding for Probabilistic SLAM | Jul 23, 2019 | ObjectSimultaneous Localization and Mapping | CodeCode Available | 0 |