| ImaginaryNet: Learning Object Detectors without Real Images and Annotations | Oct 13, 2022 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| Exploring Long-Sequence Masked Autoencoders | Oct 13, 2022 | Object DetectionSegmentation | CodeCode Available | 1 |
| H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection | Oct 13, 2022 | AllAutonomous Driving | CodeCode Available | 1 |
| Latency-aware Spatial-wise Dynamic Networks | Oct 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection | Oct 12, 2022 | Data Augmentationobject-detection | CodeCode Available | 1 |
| Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning | Oct 12, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 |
| EnsembleMOT: A Step towards Ensemble Learning of Multiple Object Tracking | Oct 11, 2022 | Ensemble LearningMultiple Object Tracking | CodeCode Available | 1 |
| Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection | Oct 11, 2022 | Objectobject-detection | CodeCode Available | 1 |
| OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions | Oct 11, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| CD-FSOD: A Benchmark for Cross-domain Few-shot Object Detection | Oct 11, 2022 | Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection | CodeCode Available | 1 |
| 4D Unsupervised Object Discovery | Oct 10, 2022 | 2D Object Detection3D Instance Segmentation | CodeCode Available | 1 |
| Deep object detection for waterbird monitoring using aerial imagery | Oct 10, 2022 | ManagementObject | CodeCode Available | 1 |
| CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds | Oct 9, 2022 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature Alignment | Oct 9, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Training Deep Learning Algorithms on Synthetic Forest Images for Tree Detection | Oct 8, 2022 | Deep LearningDiversity | CodeCode Available | 1 |
| Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method | Oct 8, 2022 | Contrastive LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation | Oct 7, 2022 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| An Investigation into Whitening Loss for Self-supervised Learning | Oct 7, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| CLAD: A realistic Continual Learning benchmark for Autonomous Driving | Oct 7, 2022 | Autonomous DrivingContinual Learning | CodeCode Available | 1 |
| Simulating single-photon detector array sensors for depth imaging | Oct 7, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| An Efficient Method for Detecting Asphalt Pavement Cracks and Sealed Cracks Based on a Deep Data-Driven Model | Oct 7, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| IDa-Det: An Information Discrepancy-aware Distillation for 1-bit Detectors | Oct 7, 2022 | Knowledge Distillationobject-detection | CodeCode Available | 1 |
| Effective Self-supervised Pre-training on Low-compute Networks without Distillation | Oct 6, 2022 | AttributeInstance Segmentation | CodeCode Available | 1 |
| Exploring Effective Knowledge Transfer for Few-shot Object Detection | Oct 5, 2022 | Few-Shot Object DetectionObject | CodeCode Available | 1 |
| Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders | Oct 5, 2022 | ClassificationInstance Segmentation | CodeCode Available | 1 |
| MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models | Oct 4, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| DOTIE -- Detecting Objects through Temporal Isolation of Events using a Spiking Architecture | Oct 3, 2022 | Autonomous NavigationObject | CodeCode Available | 1 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 |
| A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training | Oct 3, 2022 | Domain AdaptationMulti-target Domain Adaptation | CodeCode Available | 1 |
| DetFusion: A Detection-driven Infrared and Visible Image Fusion Network | Oct 1, 2022 | Infrared And Visible Image FusionObject | CodeCode Available | 1 |
| An In-depth Study of Stochastic Backpropagation | Sep 30, 2022 | GPUimage-classification | CodeCode Available | 1 |
| D-Align: Dual Query Co-attention Network for 3D Object Detection Based on Multi-frame Point Cloud Sequence | Sep 30, 2022 | 3D Object DetectionObject | CodeCode Available | 1 |
| PointPillars Backbone Type Selection For Fast and Accurate LiDAR Object Detection | Sep 30, 2022 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| GDIP: Gated Differentiable Image Processing for Object-Detection in Adverse Conditions | Sep 29, 2022 | Image Enhancementobject-detection | CodeCode Available | 1 |
| Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks | Sep 28, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| DPNet: Dual-Path Network for Real-time Object Detection with Lightweight Attention | Sep 28, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| OBBStacking: An Ensemble Method for Remote Sensing Object Detection | Sep 27, 2022 | Earth ObservationObject | CodeCode Available | 1 |
| CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection | Sep 27, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance | Sep 26, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| SAPA: Similarity-Aware Point Affiliation for Feature Upsampling | Sep 26, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
| Query-based Hard-Image Retrieval for Object Detection at Test Time | Sep 23, 2022 | Autonomous DrivingImage Retrieval | CodeCode Available | 1 |
| AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection | Sep 22, 2022 | Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection | CodeCode Available | 1 |
| IoU-Enhanced Attention for End-to-End Task Specific Object Detection | Sep 21, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Dynamic Graph Message Passing Networks for Visual Recognition | Sep 20, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| A Dual-Cycled Cross-View Transformer Network for Unified Road Layout Estimation and 3D Object Detection in the Bird's-Eye-View | Sep 19, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| GLARE: A Dataset for Traffic Sign Detection in Sun Glare | Sep 19, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions | Sep 18, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| RGB-Event Fusion for Moving Object Detection in Autonomous Driving | Sep 17, 2022 | Autonomous DrivingMoving Object Detection | CodeCode Available | 1 |
| Uncertainty Quantification of Collaborative Detection for Self-Driving | Sep 16, 2022 | Autonomous VehiclesObject | CodeCode Available | 1 |
| Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection | Sep 14, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
