| FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding | Mar 10, 2021 | Contrastive LearningCross-Domain Few-Shot Object Detection | CodeCode Available | 1 |
| Spatially Consistent Representation Learning | Mar 10, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| PatchNet -- Short-range Template Matching for Efficient Video Processing | Mar 10, 2021 | Objectobject-detection | CodeCode Available | 1 |
| A Study of Face Obfuscation in ImageNet | Mar 10, 2021 | AttributeObject | CodeCode Available | 1 |
| ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection | Mar 9, 2021 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery | Mar 9, 2021 | Deep LearningObject | CodeCode Available | 1 |
| Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges | Mar 8, 2021 | Autonomous Vehiclesimage-classification | CodeCode Available | 1 |
| Beyond Max-Margin: Class Margin Equilibrium for Few-shot Object Detection | Mar 8, 2021 | Few-Shot Object Detectionobject-detection | CodeCode Available | 1 |
| OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection | Mar 8, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| End-to-End Human Object Interaction Detection with HOI Transformer | Mar 8, 2021 | Human-Object Interaction Detectionobject-detection | CodeCode Available | 1 |
| A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding | Mar 6, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| A Real-time Low-cost Artificial Intelligence System for Autonomous Spraying in Palm Plantations | Mar 6, 2021 | Model CompressionNavigate | CodeCode Available | 1 |
| Simultaneously Localize, Segment and Rank the Camouflaged Objects | Mar 6, 2021 | Camouflaged Object Segmentationobject-detection | CodeCode Available | 1 |
| labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point Clouds | Mar 5, 2021 | 3D Object Detection6D Pose Estimation | CodeCode Available | 1 |
| VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges | Mar 5, 2021 | Action RecognitionData Augmentation | CodeCode Available | 1 |
| Barlow Twins: Self-Supervised Learning via Redundancy Reduction | Mar 4, 2021 | General ClassificationImage Classification | CodeCode Available | 1 |
| Data Augmentation for Object Detection via Differentiable Neural Rendering | Mar 4, 2021 | Data AugmentationNeural Rendering | CodeCode Available | 1 |
| General Instance Distillation for Object Detection | Mar 3, 2021 | Knowledge DistillationModel Compression | CodeCode Available | 1 |
| Depth from Camera Motion and Object Detection | Mar 2, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Universal-Prototype Enhancing for Few-Shot Object Detection | Mar 1, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Categorical Depth Distribution Network for Monocular 3D Object Detection | Mar 1, 2021 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 1 |
| Over-sampling De-occlusion Attention Network for Prohibited Items Detection in Noisy X-ray Images | Mar 1, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection | Feb 27, 2021 | Domain AdaptationObject | CodeCode Available | 1 |
| BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object Detection | Feb 27, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Simple multi-dataset detection | Feb 25, 2021 | AllInstance Segmentation | CodeCode Available | 1 |
| Dual-Awareness Attention for Few-Shot Object Detection | Feb 24, 2021 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges | Feb 24, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case | Feb 24, 2021 | DenoisingFew-Shot Learning | CodeCode Available | 1 |
| Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions | Feb 24, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Localization Distillation for Dense Object Detection | Feb 24, 2021 | Dense Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| RGB-D Railway Platform Monitoring and Scene Understanding for Enhanced Passenger Safety | Feb 23, 2021 | Multi-Object TrackingMultiview Detection | CodeCode Available | 1 |
| Concealed Object Detection | Feb 20, 2021 | Camouflaged Object SegmentationDichotomous Image Segmentation | CodeCode Available | 1 |
| Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction | Feb 18, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Densely Nested Top-Down Flows for Salient Object Detection | Feb 18, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Unbiased Teacher for Semi-Supervised Object Detection | Feb 18, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection | Feb 17, 2021 | ImputationInstance Segmentation | CodeCode Available | 1 |
| Instance Localization for Self-supervised Detection Pretraining | Feb 16, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Improving Object Detection in Art Images Using Only Style Transfer | Feb 12, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| A Method for Detection of Small Moving Objects in UAV Videos | Feb 11, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| VINS: Visual Search for Mobile User Interface Design | Feb 10, 2021 | Image Retrievalobject-detection | CodeCode Available | 1 |
| BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction | Feb 10, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization | Feb 9, 2021 | ObjectObject Detection | CodeCode Available | 1 |
| DetCo: Unsupervised Contrastive Learning for Object Detection | Feb 9, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search | Feb 9, 2021 | image-classificationModel Optimization | CodeCode Available | 1 |
| Negative Data Augmentation | Feb 9, 2021 | Action RecognitionAnomaly Detection | CodeCode Available | 1 |
| DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks | Feb 5, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| DEFT: Detection Embeddings for Tracking | Feb 3, 2021 | 3D Multi-Object TrackingMulti-Object Tracking | CodeCode Available | 1 |
| Ground-aware Monocular 3D Object Detection for Autonomous Driving | Feb 1, 2021 | 3D Object Detection6D Pose Estimation using RGB | CodeCode Available | 1 |
| SA-Net: Shuffle Attention for Deep Convolutional Neural Networks | Jan 30, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Self-Supervised Pretraining for RGB-D Salient Object Detection | Jan 29, 2021 | Objectobject-detection | CodeCode Available | 1 |
