| Open Vocabulary Object Detection with Proposal Mining and Prediction Equalization | Jun 22, 2022 | Causal Inferenceobject-detection | CodeCode Available | 1 |
| Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors | Jun 19, 2022 | Object Detectionregression | CodeCode Available | 1 |
| Video Sparse Transformer With Attention-Guided Memory for Video Object Detection | Jun 17, 2022 | Objectobject-detection | CodeCode Available | 1 |
| A Closer Look at Smoothness in Domain Adversarial Training | Jun 16, 2022 | Domain AdaptationObject Detection | CodeCode Available | 1 |
| Patch-level Representation Learning for Self-supervised Vision Transformers | Jun 16, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone | Jun 15, 2022 | Described Object DetectionImage Captioning | CodeCode Available | 1 |
| MonoGround: Detecting Monocular 3D Objects from the Ground | Jun 15, 2022 | 3D Object DetectionDepth Estimation | CodeCode Available | 1 |
| Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation | Jun 15, 2022 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| Label Matching Semi-Supervised Object Detection | Jun 14, 2022 | Objectobject-detection | CodeCode Available | 1 |
| RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks | Jun 14, 2022 | Action SegmentationInstance Segmentation | CodeCode Available | 1 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 |
| Efficient Decoder-free Object Detection with Transformers | Jun 14, 2022 | DecoderObject | CodeCode Available | 1 |
| Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure | Jun 13, 2022 | Error UnderstandingImage Attribution | CodeCode Available | 1 |
| Featurized Query R-CNN | Jun 13, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Learning Domain Adaptive Object Detection with Probabilistic Teacher | Jun 13, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Learning Ego 3D Representation as Ray Tracing | Jun 8, 2022 | 3D Object DetectionBEV Segmentation | CodeCode Available | 1 |
| Robust Environment Perception for Automated Driving: A Unified Learning Pipeline for Visual-Infrared Object Detection | Jun 8, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Metrics reloaded: Recommendations for image analysis validation | Jun 3, 2022 | Instance SegmentationMedical Image Analysis | CodeCode Available | 1 |
| xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery | Jun 2, 2022 | Decision Making Under UncertaintyHoldout Set | CodeCode Available | 1 |
| Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction | Jun 1, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Label-Efficient Online Continual Object Detection in Streaming Video | Jun 1, 2022 | Continual LearningHippocampus | CodeCode Available | 1 |
| Voxel Field Fusion for 3D Object Detection | May 31, 2022 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection | May 31, 2022 | 3D Object DetectionCloud Detection | CodeCode Available | 1 |
| Towards Efficient 3D Object Detection with Knowledge Distillation | May 30, 2022 | 3D Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| Benchmarking the Robustness of LiDAR-Camera Fusion for 3D Object Detection | May 30, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Self-Supervised Visual Representation Learning with Semantic Grouping | May 30, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Masked Distillation with Receptive Tokens | May 29, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Unsupervised Multi-object Segmentation Using Attention and Soft-argmax | May 26, 2022 | Objectobject-detection | CodeCode Available | 1 |
| MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers | May 26, 2022 | Image ClassificationObject Detection | CodeCode Available | 1 |
| Green Hierarchical Vision Transformer for Masked Image Modeling | May 26, 2022 | GPUObject Detection | CodeCode Available | 1 |
| Trainable Weight Averaging: A General Approach for Subspace Training | May 26, 2022 | Dimensionality ReductionEfficient Neural Network | CodeCode Available | 1 |
| Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors | May 26, 2022 | Autonomous DrivingObject | CodeCode Available | 1 |
| AO2-DETR: Arbitrary-Oriented Object Detection Transformer | May 25, 2022 | DecoderInductive Bias | CodeCode Available | 1 |
| MoCoViT: Mobile Convolutional Vision Transformer | May 25, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 |
| TraCon: A novel dataset for real-time traffic cones detection using deep learning | May 24, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Towards Deeper Understanding of Camouflaged Object Detection | May 23, 2022 | Objectobject-detection | CodeCode Available | 1 |
| SelfReformer: Self-Refined Network with Transformer for Salient Object Detection | May 23, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection | May 23, 2022 | 3D Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| Knowledge Distillation from A Stronger Teacher | May 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection | May 19, 2022 | DecoderFew-Shot Object Detection | CodeCode Available | 1 |
| Masked Image Modeling with Denoising Contrast | May 19, 2022 | Contrastive LearningDenoising | CodeCode Available | 1 |
| A lightweight multi-scale context network for salient object detection in optical remote sensing images | May 18, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection | May 15, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Localized Vision-Language Matching for Open-vocabulary Object Detection | May 12, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Group R-CNN for Weakly Semi-supervised Object Detection with Points | May 12, 2022 | Object DetectionRepresentation Learning | CodeCode Available | 1 |
| GenISP: Neural ISP for Low-Light Machine Cognition | May 7, 2022 | BenchmarkingImage Restoration | CodeCode Available | 1 |
| Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection | May 6, 2022 | 2D Object DetectionObject | CodeCode Available | 1 |
| Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism | May 6, 2022 | Continual LearningDiversity | CodeCode Available | 1 |
| BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection | May 5, 2022 | Action Detectionobject-detection | CodeCode Available | 1 |
