Research

Papers for “object detection”

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

Title	Authors	Year	Source
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection	Jiaxi Wu, Jiaxin Chen, Mengzhe He	2022	arxiv 2204.07964
Few-Shot Learning in Video and 3D Object Detection: A Survey	Md Meftahul Ferdaus, Kendall N. Niles, Joe Tom	2025	arxiv 2507.17079
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection	Jiasheng Guo, Xin Gao, Yuxiang Yan	2025	arxiv 2509.09183
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs	Mingyu Liu, Ekim Yurtsever, Marc Brede	2024	arxiv 2405.06782
CT3D++: Improving 3D Object Detection with Keypoint-induced Channel-wise Transformer	Hualian Sheng, Sijia Cai, Na Zhao	2024	arxiv 2406.08152
MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection	Youngmin Oh, Hyung-Il Kim, Seong Tae Kim	2024	arxiv 2407.16448
Real-Time Indoor Object Detection based on hybrid CNN-Transformer Approach	Salah Eddine Laidoudi, Madjid Maidi, Samir Otmane	2024	arxiv 2409.01871
Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS)	Muhammad Ali Farooq, Peter Corcoran, Cosmin Rotariu	2021	arxiv 2109.09854
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals	Peize Sun, Rufeng Zhang, Yi Jiang	2020	arxiv 2011.12450
Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving	Yurong You, Yan Wang, Wei-Lun Chao	2019	arxiv 1906.06310
Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection	Feng Liu, Xiaosong Zhang, Zhiliang Peng	2022	arxiv 2205.09613
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection	Longrong Yang, Xianpan Zhou, Xuewei Li	2023	arxiv 2308.14286
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection	Haochen Li, Rui Zhang, Hantao Yao	2024	arxiv 2410.09004
Revisiting Radar Camera Alignment by Contrastive Learning for 3D Object Detection	Linhua Kong, Dongxia Chang, Lian Liu	2025	arxiv 2504.16368
Scene-Aware Location Modeling for Data Augmentation in Automotive Object Detection	Jens Petersen, Davide Abati, Amirhossein Habibian	2025	arxiv 2504.17076
PM-DETR: Domain Adaptive Prompt Memory for Object Detection with Transformers	Peidong Jia, Jiaming Liu, Senqiao Yang	2023	arxiv 2307.00313
Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning	Aral Hekimoglu, Michael Schmidt, Alvaro Marcos-Ramiro	2023	arxiv 2307.08415
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection	Tim Broedermann, Christos Sakaridis, Dengxin Dai	2022	arxiv 2206.15157
LiFT: Lightweight, FPGA-tailored 3D object detection based on LiDAR data	Konrad Lis, Tomasz Kryjak, Marek Gorgon	2025	arxiv 2501.11159
Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection	Xinbin Yuan, Zhaohui Zheng, Yuxuan Li	2025	arxiv 2501.03775

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