| Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies | Dec 31, 2018 | Object DetectionReinforcement Learning | CodeCode Available | 0 |
| Salient Object Detection via High-to-Low Hierarchical Context Aggregation | Dec 28, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning | Dec 26, 2018 | image-classificationImage Classification | CodeCode Available | 1 |
| Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection | Dec 26, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Selectivity or Invariance: Boundary-aware Salient Object Detection | Dec 25, 2018 | Objectobject-detection | —Unverified | 0 |
| Slimmable Neural Networks | Dec 21, 2018 | Instance SegmentationKeypoint Detection | CodeCode Available | 1 |
| Detection of distal radius fractures trained by a small set of X-ray images and Faster R-CNN | Dec 21, 2018 | object-detectionObject Detection | —Unverified | 0 |
| nocaps: novel object captioning at scale | Dec 20, 2018 | Image CaptioningObject | CodeCode Available | 0 |
| DAC: Data-free Automatic Acceleration of Convolutional Networks | Dec 20, 2018 | image-classificationImage Classification | CodeCode Available | 0 |
| SQuantizer: Simultaneous Learning for Both Sparse and Low-precision Neural Networks | Dec 20, 2018 | Machine TranslationNeural Architecture Search | —Unverified | 0 |
| CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients | Dec 19, 2018 | Missing ValuesMulti-Task Learning | —Unverified | 0 |
| 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 |
| 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans | Dec 17, 2018 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 0 |
| PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection | Dec 15, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| PointPillars: Fast Encoders for Object Detection from Point Clouds | Dec 14, 2018 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| Benchmark Dataset for Automatic Damaged Building Detection from Post-Hurricane Remotely Sensed Imagery | Dec 13, 2018 | Damaged Building Detectionobject-detection | —Unverified | 0 |
| IPOD: Intensive Point-based Object Detector for Point Cloud | Dec 13, 2018 | 2D Object Detection3D Object Detection | —Unverified | 0 |
| Strong-Weak Distribution Alignment for Adaptive Object Detection | Dec 12, 2018 | Objectobject-detection | CodeCode Available | 0 |
| PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud | Dec 11, 2018 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery | Dec 10, 2018 | Objectobject-detection | CodeCode Available | 0 |
| EDF: Ensemble, Distill, and Fuse for Easy Video Labeling | Dec 10, 2018 | Data AugmentationObject | —Unverified | 0 |
| OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation | Dec 6, 2018 | Domain Adaptationobject-detection | —Unverified | 0 |
| Tube-CNN: Modeling temporal evolution of appearance for object detection in video | Dec 6, 2018 | Objectobject-detection | —Unverified | 0 |
| ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape | Dec 6, 2018 | 3D Object DetectionData Augmentation | —Unverified | 0 |
| SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications | Dec 5, 2018 | Adversarial AttackAutonomous Driving | CodeCode Available | 0 |
