| Online Continual Learning: A Systematic Literature Review of Approaches, Challenges, and Benchmarks | Jan 9, 2025 | Continual Learningimage-classification | CodeCode Available | 1 |
| Generalization-Enhanced Few-Shot Object Detection in Remote Sensing | Jan 5, 2025 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Multispectral Pedestrian Detection with Sparsely Annotated Label | Jan 5, 2025 | object-detectionObject Detection | CodeCode Available | 1 |
| V2X-DGPE: Addressing Domain Gaps and Pose Errors for Robust Collaborative 3D Object Detection | Jan 4, 2025 | 3D Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| RadarNeXt: Real-Time and Reliable 3D Object Detector Based On 4D mmWave Imaging Radar | Jan 4, 2025 | 3D Object Detection3D Object Detection (RoI) | CodeCode Available | 1 |
| Revisiting Generative Replay for Class Incremental Object Detection | Jan 1, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| GO-N3RDet: Geometry Optimized NeRF-enhanced 3D Object Detector | Jan 1, 2025 | 3D Object DetectionNeRF | CodeCode Available | 1 |
| Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection | Jan 1, 2025 | Autonomous DrivingMamba | CodeCode Available | 1 |
| OW-OVD: Unified Open World and Open Vocabulary Object Detection | Jan 1, 2025 | AttributeIncremental Learning | CodeCode Available | 1 |
| TiGDistill-BEV: Multi-view BEV 3D Object Detection via Target Inner-Geometry Learning Distillation | Dec 30, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection | Dec 28, 2024 | Few-Shot Object DetectionLong-tailed Object Detection | CodeCode Available | 1 |
| Towards Unsupervised Model Selection for Domain Adaptive Object Detection | Dec 23, 2024 | Model Selectionobject-detection | CodeCode Available | 1 |
| Comprehensive Multi-Modal Prototypes are Simple and Effective Classifiers for Vast-Vocabulary Object Detection | Dec 23, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Seamless Detection: Unifying Salient Object Detection and Camouflaged Object Detection | Dec 22, 2024 | DecoderObject | CodeCode Available | 1 |
| Toward Highly Efficient Semantic-Guided Machine Vision for Low-Light Object Detection | Dec 20, 2024 | 2D Object DetectionImage Enhancement | CodeCode Available | 1 |
| Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation Network | Dec 19, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| HA-RDet: Hybrid Anchor Rotation Detector for Oriented Object Detection | Dec 18, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Network | Dec 18, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal Dynamics | Dec 17, 2024 | Objectobject-detection | CodeCode Available | 1 |
| RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection | Dec 17, 2024 | 3D Object DetectionDecoder | CodeCode Available | 1 |
| Differential Alignment for Domain Adaptive Object Detection | Dec 17, 2024 | Objectobject-detection | CodeCode Available | 1 |
| PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection | Dec 16, 2024 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment | Dec 16, 2024 | Domain Adaptationobject-detection | CodeCode Available | 1 |
| DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions | Dec 14, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone | Dec 14, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
