| CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization | Jun 1, 2018 | image-classificationImage Classification | —Unverified | 0 |
| Deep Reinforcement Learning of Region Proposal Networks for Object Detection | Jun 1, 2018 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| A Bi-Directional Message Passing Model for Salient Object Detection | Jun 1, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection | Jun 1, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| Unsupervised Feature Learning via Non-Parametric Instance Discrimination | Jun 1, 2018 | General Classificationobject-detection | CodeCode Available | 1 |
| Salient Object Detection Driven by Fixation Prediction | Jun 1, 2018 | Objectobject-detection | CodeCode Available | 1 |
| W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection | Jun 1, 2018 | Multiple Instance Learningobject-detection | —Unverified | 0 |
| Scale-Transferrable Object Detection | Jun 1, 2018 | Objectobject-detection | —Unverified | 0 |
| 3D Object Detection With Latent Support Surfaces | Jun 1, 2018 | 3D Object DetectionObject | —Unverified | 0 |
| Progressive Attention Guided Recurrent Network for Salient Object Detection | Jun 1, 2018 | Objectobject-detection | CodeCode Available | 0 |
| IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks | Jun 1, 2018 | image-classificationImage Classification | CodeCode Available | 0 |
| CubeSLAM: Monocular 3D Object SLAM | Jun 1, 2018 | 3D Object DetectionCamera Pose Estimation | CodeCode Available | 1 |
| Adversarial Attacks on Face Detectors using Neural Net based Constrained Optimization | May 31, 2018 | Adversarial Attackimage-classification | —Unverified | 0 |
| Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images | May 30, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Getting to Know Low-light Images with The Exclusively Dark Dataset | May 29, 2018 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| Learning Instance-Aware Object Detection Using Determinantal Point Processes | May 28, 2018 | Objectobject-detection | CodeCode Available | 0 |
| Deployment of Customized Deep Learning based Video Analytics On Surveillance Cameras | May 27, 2018 | AttributeDeep Learning | —Unverified | 0 |
| Deep Watershed Detector for Music Object Recognition | May 26, 2018 | Information RetrievalMusic Information Retrieval | —Unverified | 0 |
| Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network | May 26, 2018 | Instance SegmentationMulti-Task Learning | —Unverified | 0 |
| Cooking State Recognition from Images Using Inception Architecture | May 25, 2018 | object-detectionObject Detection | —Unverified | 0 |
| You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery | May 24, 2018 | object-detectionObject Detection | CodeCode Available | 1 |
| SNIPER: Efficient Multi-Scale Training | May 23, 2018 | GPUimage-classification | CodeCode Available | 2 |
| A Convolutional Feature Map based Deep Network targeted towards Traffic Detection and Classification | May 22, 2018 | General ClassificationObject | —Unverified | 0 |
| A scene perception system for visually impaired based on object detection and classification using multi-modal DCNN | May 22, 2018 | General Classificationobject-detection | —Unverified | 0 |
| Object Detection in Equirectangular Panorama | May 21, 2018 | GPUObject | CodeCode Available | 0 |
| Asynchronous Convolutional Networks for Object Detection in Neuromorphic Cameras | May 21, 2018 | Objectobject-detection | —Unverified | 0 |
| Unsupervised Deep Context Prediction for Background Foreground Separation | May 21, 2018 | Image Inpaintingobject-detection | —Unverified | 0 |
| Coarse-to-Fine Salient Object Detection with Low-Rank Matrix Recovery | May 21, 2018 | object-detectionObject Detection | —Unverified | 0 |
| DEEPEYE: A Compact and Accurate Video Comprehension at Terminal Devices Compressed with Quantization and Tensorization | May 21, 2018 | Action RecognitionGeneral Classification | —Unverified | 0 |
| Optimizing the F-measure for Threshold-free Salient Object Detection | May 19, 2018 | object-detectionObject Detection | —Unverified | 0 |
| MDSSD: Multi-scale Deconvolutional Single Shot Detector for Small Objects | May 18, 2018 | Objectobject-detection | CodeCode Available | 0 |
| Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search | May 18, 2018 | GPUImage Captioning | CodeCode Available | 1 |
| Scene Understanding Networks for Autonomous Driving based on Around View Monitoring System | May 18, 2018 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| The EuroCity Persons Dataset: A Novel Benchmark for Object Detection | May 18, 2018 | BenchmarkingObject | —Unverified | 0 |
| Disparity Sliding Window: Object Proposals From Disparity Images | May 17, 2018 | Objectobject-detection | CodeCode Available | 0 |
| Counterexample-Guided Data Augmentation | May 17, 2018 | Autonomous DrivingData Augmentation | CodeCode Available | 0 |
| Object detection at 200 Frames Per Second | May 16, 2018 | Objectobject-detection | —Unverified | 0 |
| Zero-Shot Object Detection by Hybrid Region Embedding | May 16, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Energy Efficient Hadamard Neural Networks | May 14, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| Exploiting the Value of the Center-dark Channel Prior for Salient Object Detection | May 14, 2018 | object-detectionObject Detection | —Unverified | 0 |
| Learning Rich Features for Image Manipulation Detection | May 13, 2018 | Image ManipulationImage Manipulation Detection | CodeCode Available | 0 |
| LMNet: Real-time Multiclass Object Detection on CPU using 3D LiDAR | May 13, 2018 | Autonomous DrivingCPU | CodeCode Available | 0 |
| Stingray Detection of Aerial Images Using Augmented Training Images Generated by A Conditional Generative Model | May 11, 2018 | Data Augmentationimage-classification | —Unverified | 0 |
| Visual Attribute-augmented Three-dimensional Convolutional Neural Network for Enhanced Human Action Recognition | May 8, 2018 | Action RecognitionAction Recognition In Videos | —Unverified | 0 |
| Fast Feature Extraction with CNNs with Pooling Layers | May 8, 2018 | Camera Calibrationobject-detection | CodeCode Available | 0 |
| Detecting Traffic Lights by Single Shot Detection | May 7, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| SqueezeJet: High-level Synthesis Accelerator Design for Deep Convolutional Neural Networks | May 6, 2018 | High-Level Synthesisobject-detection | —Unverified | 0 |
| S4ND: Single-Shot Single-Scale Lung Nodule Detection | May 6, 2018 | Lung Nodule Detectionobject-detection | —Unverified | 0 |
| Quantization Mimic: Towards Very Tiny CNN for Object Detection | May 6, 2018 | Objectobject-detection | —Unverified | 0 |
| Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination | May 5, 2018 | Contrastive LearningGeneral Classification | CodeCode Available | 1 |