Research

Papers for “object detection”

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

Title	Authors	Year	Source
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection	Fan Wu, Jinling Gao, Lanqing Hong	2024	arxiv 2402.04672
High-Quality Proposal Encoding and Cascade Denoising for Imaginary Supervised Object Detection	Zhiyuan Chen, Yuelin Guo, Zitong Huang	2025	arxiv 2511.08018
CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection	Shuailei Ma, Yuefeng Wang, Jiaqi Fan	2023	arxiv 2301.01970
XWOD: A Real-World Benchmark for Object Detection under Extreme Weather Conditions	Chih-Hsin Chen, Yu-Tung Liu, Amar Fadillah	2026	arxiv 2605.11521
FMC-DETR: Frequency-Decoupled Multi-Domain Coordination for Aerial-View Object Detection	Ben Liang, Hongguang Wei, Yuan Liu	2025	arxiv 2509.23056
2nd Place Solution for Waymo Open Dataset Challenge -- 2D Object Detection	Sijia Chen, Yu Wang, Li Huang	2020	arxiv 2006.15507
ODAM: Object Detection, Association, and Mapping using Posed RGB Video	Kejie Li, Daniel DeTone, Steven Chen	2021	arxiv 2108.10165
Multi-Grid Redundant Bounding Box Annotation for Accurate Object Detection	Solomon Negussie Tesema, El-Bay Bourennane	2022	arxiv 2201.01857
SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection	Samuel Wilson, Tobias Fischer, Feras Dayoub	2022	arxiv 2208.13930
Cascaded Interaction with Eroded Deep Supervision for Salient Object Detection	Hewen Xiao, Jie Mei, Guangfu Ma	2023	arxiv 2311.18675
TetraPackNet: Four-Corner-Based Object Detection in Logistics Use-Cases	Laura Dörr, Felix Brandt, Alexander Naumann	2021	arxiv 2104.09123
A high-precision underwater object detection based on joint self-supervised deblurring and improved spatial transformer network	Xiuyuan Li, Fengchao Li, Jiangang Yu	2022	arxiv 2203.04822
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection	Dongsu Song, Daehwa Ko, Jay Hoon Jung	2025	arxiv 2502.07821
Anchor-Based AI Approach for Pre-Crash Object Detection Utilizing Micro-Doppler Signatures in Automotive Radar	Patrick Zaumseil, Rainer Engert, Dagmar Steinhauser	2026	arxiv 2608.08701
Disentangled High Quality Salient Object Detection	Lv Tang, Bo Li, Shouhong Ding	2021	arxiv 2108.03551
Decoupled IoU Regression for Object Detection	Yan Gao, Qimeng Wang, Xu Tang	2022	arxiv 2202.00866
Synthetic Data Supervised Salient Object Detection	Zhenyu Wu, Lin Wang, Wei Wang	2022	arxiv 2210.13835
Rethinking Object Detection in Retail Stores	Yuanqiang Cai, Longyin Wen, Libo Zhang	2020	arxiv 2003.08230
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison	Tianying Liu, Lu Zhang, Yang Wang	2022	arxiv 2203.14205
ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection	Zhenbo Xu, Wei Zhang, Xiaoqing Ye	2020	arxiv 2003.00529

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