Research

Papers for “object detection”

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

Title	Authors	Year	Source
CD-FKD: Cross-Domain Feature Knowledge Distillation for Robust Single-Domain Generalization in Object Detection	Junseok Lee, Sungho Shin, Seongju Lee	2026	arxiv 2603.16439
On the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial Applications	Alain Andres, Aitor Martinez-Seras, Ibai Laña	2024	arxiv 2411.00818
CatFree3D: Category-agnostic 3D Object Detection with Diffusion	Wenjing Bian, Zirui Wang, Andrea Vedaldi	2024	arxiv 2408.12747
Towards lightweight convolutional neural networks for object detection	Dmitriy Anisimov, Tatiana Khanova	2017	arxiv 1707.01395
An Edge AI Solution for Space Object Detection	Wenxuan Zhang, Peng Hu	2025	arxiv 2505.13468
Gaining Scale Invariance in UAV Bird's Eye View Object Detection by Adaptive Resizing	Martin Messmer, Benjamin Kiefer, Andreas Zell	2021	arxiv 2101.12694
SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences	Hugo Caselles-Dupré, Michael Garcia-Ortiz, David Filliat	2021	arxiv 2107.02069
Joint Multi-Object Detection and Tracking with Camera-LiDAR Fusion for Autonomous Driving	Kemiao Huang, Qi Hao	2021	arxiv 2108.04602
Multi-Target Domain Adaptation via Unsupervised Domain Classification for Weather Invariant Object Detection	Ting Sun, Jinlin Chen, Francis Ng	2021	arxiv 2103.13970
MMLF: Multi-modal Multi-class Late Fusion for Object Detection with Uncertainty Estimation	Qihang Yang, Yang Zhao, Hong Cheng	2024	arxiv 2410.08739
Computation Reallocation for Object Detection	Feng Liang, Chen Lin, Ronghao Guo	2019	arxiv 1912.11234
Disentangling Monocular 3D Object Detection	Andrea Simonelli, Samuel Rota Rota Bulò, Lorenzo Porzi	2019	arxiv 1905.12365
Scaling Open-Vocabulary Object Detection	Matthias Minderer, Alexey Gritsenko, Neil Houlsby	2023	arxiv 2306.09683
Transferability Metrics for Object Detection	Louis Fouquet, Simona Maggio, Léo Dreyfus-Schmidt	2023	arxiv 2306.15306
Scalable, High-Quality Object Detection	Christian Szegedy, Scott Reed, Dumitru Erhan	2014	arxiv 1412.1441
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques	Mazin Hnewa, Hayder Radha	2020	arxiv 2006.16471
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving	Bichen Wu, Alvin Wan, Forrest Iandola	2016	arxiv 1612.01051
Bag of Freebies for Training Object Detection Neural Networks	Zhi Zhang, Tong He, Hang Zhang	2019	arxiv 1902.04103
Class-Incremental Few-Shot Object Detection	Pengyang Li, Yanan Li, Han Cui	2021	arxiv 2105.07637
Oriented RepPoints for Aerial Object Detection	Wentong Li, Yijie Chen, Kaixuan Hu	2021	arxiv 2105.11111

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