| RAMP-CNN: A Novel Neural Network for Enhanced Automotive Radar Object Recognition | Nov 13, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater Robots | Nov 12, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Optimized Loss Functions for Object detection: A Case Study on Nighttime Vehicle Detection | Nov 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection | Nov 10, 2020 | Co-Salient Object DetectionDecoder | CodeCode Available | 1 |
| CenterFusion: Center-based Radar and Camera Fusion for 3D Object Detection | Nov 10, 2020 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 1 |
| EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approach | Nov 9, 2020 | 2D Object Detection6D Pose Estimation | CodeCode Available | 1 |
| Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection | Nov 7, 2020 | Head DetectionImage Cropping | CodeCode Available | 1 |
| Learning a Geometric Representation for Data-Efficient Depth Estimation via Gradient Field and Contrastive Loss | Nov 6, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Towards Efficient Scene Understanding via Squeeze Reasoning | Nov 6, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Disentangling 3D Prototypical Networks For Few-Shot Concept Learning | Nov 6, 2020 | 3D geometry3D Object Detection | CodeCode Available | 1 |
| Faraway-Frustum: Dealing with Lidar Sparsity for 3D Object Detection using Fusion | Nov 3, 2020 | 3D Object DetectionObject | CodeCode Available | 1 |
| Learning Visual Representations for Transfer Learning by Suppressing Texture | Nov 3, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Multi-View Adaptive Fusion Network for 3D Object Detection | Nov 2, 2020 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Domain-Adaptive Object Detection via Uncertainty-Aware Distribution Alignment | Oct 31, 2020 | Domain AdaptationObject | CodeCode Available | 1 |
| PREGAN: Pose Randomization and Estimation for Weakly Paired Image Style Translation | Oct 31, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder | Oct 29, 2020 | DecoderObject | CodeCode Available | 1 |
| Permute, Quantize, and Fine-tune: Efficient Compression of Neural Networks | Oct 29, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation | Oct 28, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Object Hider: Adversarial Patch Attack Against Object Detectors | Oct 28, 2020 | Adversarial AttackObject | CodeCode Available | 1 |
| Perception for Autonomous Systems (PAZ) | Oct 27, 2020 | 2D Object Detection6D Pose Estimation | CodeCode Available | 1 |
| Instance Semantic Segmentation Benefits from Generative Adversarial Networks | Oct 26, 2020 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Improved Actor Relation Graph based Group Activity Recognition | Oct 24, 2020 | Activity RecognitionGroup Activity Recognition | CodeCode Available | 1 |
| Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection | Oct 22, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Restoring Negative Information in Few-Shot Object Detection | Oct 22, 2020 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles | Oct 21, 2020 | Objectobject-detection | CodeCode Available | 1 |
| ivadomed: A Medical Imaging Deep Learning Toolbox | Oct 20, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines | Oct 20, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Synthesizing the Unseen for Zero-shot Object Detection | Oct 19, 2020 | DiversityGeneralized Zero-Shot Object Detection | CodeCode Available | 1 |
| The efficacy of Neural Planning Metrics: A meta-analysis of PKL on nuScenes | Oct 19, 2020 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| RADIATE: A Radar Dataset for Automotive Perception in Bad Weather | Oct 18, 2020 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| SF-UDA^3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection | Oct 16, 2020 | 3D Object DetectionDomain Adaptation | CodeCode Available | 1 |
| HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network | Oct 15, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain | Oct 12, 2020 | Action RecognitionActive Object Detection | CodeCode Available | 1 |
| Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection | Oct 12, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Light Field Salient Object Detection: A Review and Benchmark | Oct 10, 2020 | BenchmarkingObject | CodeCode Available | 1 |
| Background Learnable Cascade for Zero-Shot Object Detection | Oct 9, 2020 | Generalized Zero-Shot Object DetectionObject | CodeCode Available | 1 |
| Single-Stage Rotation-Decoupled Detector for Oriented Object | Oct 8, 2020 | Objectobject-detection | CodeCode Available | 1 |
| BlendTorch: A Real-Time, Adaptive Domain Randomization Library | Oct 6, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Rotate to Attend: Convolutional Triplet Attention Module | Oct 6, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| OLALA: Object-Level Active Learning for Efficient Document Layout Annotation | Oct 5, 2020 | Active LearningObject | CodeCode Available | 1 |
| Hard Negative Mixing for Contrastive Learning | Oct 2, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Robust and Efficient Post-Processing for Video Object Detection (REPP) | Oct 1, 2020 | Autonomous DrivingDense Object Detection | CodeCode Available | 1 |
| MLOD: Awareness of Extrinsic Perturbation in Multi-LiDAR 3D Object Detection for Autonomous Driving | Sep 29, 2020 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Self-grouping Convolutional Neural Networks | Sep 29, 2020 | ClusteringComputational Efficiency | CodeCode Available | 1 |
| Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection | Sep 29, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection | Sep 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks | Sep 26, 2020 | Multispectral Object DetectionObject | CodeCode Available | 1 |
| A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition | Sep 26, 2020 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Are scene graphs good enough to improve Image Captioning? | Sep 25, 2020 | DecoderGraph Attention | CodeCode Available | 1 |
