| Few-shot Object Detection via Feature Reweighting | Dec 5, 2018 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| An Embarrassingly Simple Approach for Knowledge Distillation | Dec 5, 2018 | Face RecognitionKnowledge Distillation | CodeCode Available | 0 |
| Bag of Tricks for Image Classification with Convolutional Neural Networks | Dec 4, 2018 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 |
| Efficient Attention: Attention with Linear Complexities | Dec 4, 2018 | Depth EstimationExtractive Text Summarization | CodeCode Available | 1 |
| Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos | Dec 4, 2018 | Instrument RecognitionObject Detection | CodeCode Available | 0 |
| Zoom-In-to-Check: Boosting Video Interpolation via Instance-level Discrimination | Dec 4, 2018 | Image Generationobject-detection | —Unverified | 0 |
| Risk-averse Behavior Planning for Autonomous Driving under Uncertainty | Dec 4, 2018 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Adversarial Domain Randomization | Dec 3, 2018 | Domain Adaptationimage-classification | —Unverified | 0 |
| Anchor Box Optimization for Object Detection | Dec 2, 2018 | Objectobject-detection | —Unverified | 0 |
| Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning | Dec 2, 2018 | General Classificationimage-classification | CodeCode Available | 1 |
| Why Are Deep Representations Good Perceptual Quality Features? | Dec 2, 2018 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Beyond Grids: Learning Graph Representations for Visual Recognition | Dec 1, 2018 | Instance Segmentationobject-detection | —Unverified | 0 |
| Pelee: A Real-Time Object Detection System on Mobile Devices | Dec 1, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection | Dec 1, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Kalman Normalization: Normalizing Internal Representations Across Network Layers | Dec 1, 2018 | object-detectionObject Detection | —Unverified | 0 |
| NOTE-RCNN: NOise Tolerant Ensemble RCNN for Semi-Supervised Object Detection | Dec 1, 2018 | Objectobject-detection | —Unverified | 0 |
| Explaining the Ambiguity of Object Detection and 6D Pose From Visual Data | Dec 1, 2018 | 3D Object DetectionObject | —Unverified | 0 |
| Learning RoI Transformer for Detecting Oriented Objects in Aerial Images | Dec 1, 2018 | General ClassificationObject | CodeCode Available | 0 |
| Snapshot Distillation: Teacher-Student Optimization in One Generation | Dec 1, 2018 | image-classificationImage Classification | —Unverified | 0 |
| Transferable Adversarial Attacks for Image and Video Object Detection | Nov 30, 2018 | Generative Adversarial NetworkObject | CodeCode Available | 0 |
| Real Time Bangladeshi Sign Language Detection using Faster R-CNN | Nov 30, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| Grid R-CNN | Nov 29, 2018 | 2D Object DetectionNovel Object Detection | CodeCode Available | 0 |
| ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness | Nov 29, 2018 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| A Multiclass Multiple Instance Learning Method with Exact Likelihood | Nov 29, 2018 | General ClassificationMultiple Instance Learning | CodeCode Available | 0 |
| Efficient Coarse-to-Fine Non-Local Module for the Detection of Small Objects | Nov 29, 2018 | object-detectionObject Detection | —Unverified | 0 |
