Research

Papers for “object detection”

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

Title	Authors	Year	Source
Adaptive Guidance Semantically Enhanced via Multimodal LLM for Edge-Cloud Object Detection	Yunqing Hu, Zheming Yang, Chang Zhao	2025	arxiv 2509.19875
Fast Convergence for Object Detection by Learning how to Combine Error Functions	Benjamin Schnieders, Karl Tuyls	2018	arxiv 1808.04480
3DifFusionDet: Diffusion Model for 3D Object Detection with Robust LiDAR-Camera Fusion	Xinhao Xiang, Simon Dräger, Jiawei Zhang	2023	arxiv 2311.03742
Beyond Classification: Definition and Density-based Estimation of Calibration in Object Detection	Teodora Popordanoska, Aleksei Tiulpin, Matthew B. Blaschko	2023	arxiv 2312.06645
D-YOLO a robust framework for object detection in adverse weather conditions	Zihan Chu	2024	arxiv 2403.09233
Enhancing 3D Object Detection by Using Neural Network with Self-adaptive Thresholding	Houze Liu, Chongqing Wang, Xiaoan Zhan	2024	arxiv 2405.07479
View-to-Label: Multi-View Consistency for Self-Supervised 3D Object Detection	Issa Mouawad, Nikolas Brasch, Fabian Manhardt	2023	arxiv 2305.17972
Object Detection for Medical Image Analysis: Insights from the RT-DETR Model	Weijie He, Yuwei Zhang, Ting Xu	2025	arxiv 2501.16469
Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection	Riccardo De Monte, Davide Dalle Pezze, Gian Antonio Susto	2025	arxiv 2503.04688
1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track	Wei Zhao, Binbin Chen, Weijie Chen	2023	arxiv 2301.04796
Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection	Mahyar Najibi, Fan Yang, Qiaosong Wang	2017	arxiv 1708.00079
Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey	Feifei Shao, Long Chen, Jian Shao	2021	arxiv 2105.12694
Are All Marine Species Created Equal? Performance Disparities in Underwater Object Detection	Melanie Wille, Tobias Fischer, Scarlett Raine	2025	arxiv 2508.18729
TriTransNet: RGB-D Salient Object Detection with a Triplet Transformer Embedding Network	Zhengyi Liu, Yuan Wang, Zhengzheng Tu	2021	arxiv 2108.03990
3DPPE: 3D Point Positional Encoding for Multi-Camera 3D Object Detection Transformers	Changyong Shu, JIajun Deng, Fisher Yu	2022	arxiv 2211.14710
EW-DETR: Evolving World Object Detection via Incremental Low-Rank DEtection TRansformer	Munish Monga, Vishal Chudasama, Pankaj Wasnik	2026	arxiv 2602.20985
A Self-Supervised Approach for Enhanced Feature Representations in Object Detection Tasks	Santiago C. Vilabella, Pablo Pérez-Núñez, Beatriz Remeseiro	2026	arxiv 2602.16322
FRFDet: Efficient UAV Small Object Detection with Symmetric Sampling and Scalable Fusion	Yunzhong Si, Huiying Xu, Xinzhong Zhu	2026	arxiv 2607.04125
FotonNet: A HW-Efficient Object Detection System Using 3D-Depth Segmentation and 2D-DNN Classifier	Gurjeet Singh, Sun Miao, Shi Shi	2018	arxiv 1811.07493
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection	Shaoshuai Shi, Li Jiang, Jiajun Deng	2021	arxiv 2102.00463

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