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Research

Papers for “object detection”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

TitleAuthorsYearSource
AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection SystemsYuanhao Huang, Yilong Ren, Jinlei Wang2025arxiv 2505.16402
Performance of Human Annotators in Object Detection and Segmentation of Remotely Sensed DataRoni Blushtein-Livnon, Tal Svoray, Michael Dorman2024arxiv 2409.10272
BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object DetectionYu Chen, Liyan Ma, Liping Jing2024arxiv 2403.02637
Understanding Depth Map Progressively: Adaptive Distance Interval Separation for Monocular 3d Object DetectionXianhui Cheng, Shoumeng Qiu, Zhikang Zou2023arxiv 2306.10921
Achieving Domain Generalization in Underwater Object Detection by Domain Mixup and Contrastive LearningYang Chen, Pinhao Song, Hong Liu2021arxiv 2104.02230
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object DetectionRuoyu Chen, Hua Zhang, Jingzhi Li2025arxiv 2504.07060
Towards Powerful and Practical Patch Attacks for 2D Object Detection in Autonomous DrivingYuxin Cao, Yedi Zhang, Wentao He2025arxiv 2508.10600
MOBA: A Material-Oriented Backdoor Attack against LiDAR-based 3D Object Detection SystemsSaket S. Chaturvedi, Gaurav Bagwe, Lan Zhang2025arxiv 2511.09999
X$^3$KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object DetectionMarvin Klingner, Shubhankar Borse, Varun Ravi Kumar2023arxiv 2303.02203
BiTAA: A Bi-Task Adversarial Attack for Object Detection and Depth Estimation via 3D Gaussian SplattingYixun Zhang, Feng Zhou, Jianqin Yin2025arxiv 2509.19793
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated GraphDong-ju Jeong, Insung Hwang, Nam Ik Cho2017arxiv 1706.09650
Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object DetectionZengran Wang, Yanan Zhang, Jiaxin Chen2025arxiv 2501.15449
GroundVLP: Harnessing Zero-shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object DetectionHaozhan Shen, Tiancheng Zhao, Mingwei Zhu2023arxiv 2312.15043
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object DetectionHisham Cholakkal, Jubin Johnson, Deepu Rajan2016arxiv 1611.05345
On-Device Generative AI for GDPR-Compliant Visual Monitoring: Natural Language Alerts from Local Object DetectionGudrun Schappacher-Tilp, Nicoletta Kaehling, Jan Kornberger2026arxiv 2605.30544
Beyond Mamba: Enhancing State-space Models with Deformable Dilated Convolutions for Multi-scale Traffic Object DetectionJun Li, Yingying Shi, Zhixuan Ruan2026arxiv 2604.08038
Breaking Alignment Barriers: TPS-Driven Semantic Correlation Learning for Alignment-Free RGB-T Salient Object DetectionLupiao Hu, Fasheng Wang, Fangmei Chen2025arxiv 2512.21856
WD-DETR: Wavelet Denoising-Enhanced Real-Time Object Detection Transformer for Robot Perception with Event CamerasYangjie Cui, Boyang Gao, Yiwei Zhang2025arxiv 2506.09098
Pseudo-labels for Supervised Learning on Dynamic Vision Sensor Data, Applied to Object Detection under Ego-motionNicholas F. Y. Chen2017arxiv 1709.09323
Towards Efficient 3D Object Detection in Bird's-Eye-View Space for Autonomous Driving: A Convolutional-Only ApproachYuxin Li, Qiang Han, Mengying Yu2023arxiv 2312.00633