Research

Papers for “object detection”

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

Title	Authors	Year	Source
Dynamic Knowledge Distillation With Noise Elimination for RGB-D Salient Object Detection	Guangyu Ren, Yinxiao Yu, Hengyan Liu	2021	arxiv 2106.09517
FFPA-Net: Efficient Feature Fusion with Projection Awareness for 3D Object Detection	Chaokang Jiang, Guangming Wang, Jinxing Wu	2022	arxiv 2209.07419
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection	Junsu Kim, Hoseong Cho, Jihyeon Kim	2024	arxiv 2402.17323
LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors	Sheng Jin, Xueying Jiang, Jiaxing Huang	2024	arxiv 2402.04630
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning	Pengxiang Yan, Ziyi Wu, Mengmeng Liu	2022	arxiv 2202.13170
Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection	Xun Huang, Hai Wu, Xin Li	2024	arxiv 2402.18493
Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization	Zhao Wang, Aoxue Li, Fengwei Zhou	2024	arxiv 2403.09433
Inverse++: Vision-Centric 3D Semantic Occupancy Prediction Assisted with 3D Object Detection	Zhenxing Ming, Julie Stephany Berrio, Mao Shan	2025	arxiv 2504.04732
An Automotive Case Study on the Limits of Approximation for Object Detection	Martí Caro, Hamid Tabani, Jaume Abella	2023	arxiv 2304.06327
Real-Aug: Realistic Scene Synthesis for LiDAR Augmentation in 3D Object Detection	Jinglin Zhan, Tiejun Liu, Rengang Li	2023	arxiv 2305.12853
PoLaRIS Dataset: A Maritime Object Detection and Tracking Dataset in Pohang Canal	Jiwon Choi, Dongjin Cho, Gihyeon Lee	2024	arxiv 2412.06192
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection	Khurram Azeem Hashmi, Talha Uddin Sheikh, Didier Stricker	2024	arxiv 2412.04915
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement	Yijie Li, Hewei Wang, Aggelos Katsaggelos	2025	arxiv 2501.06441
Accurate Monocular Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving	Xinzhu Ma, Zhihui Wang, Haojie Li	2019	arxiv 1903.11444
AdaZoom: Adaptive Zoom Network for Multi-Scale Object Detection in Large Scenes	Jingtao Xu, Yali Li, Shengjin Wang	2021	arxiv 2106.10409
DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation	Zeyu Wang, Dingwen Li, Chenxu Luo	2023	arxiv 2309.15109
Boosting Weakly Supervised Object Detection using Fusion and Priors from Hallucinated Depth	Cagri Gungor, Adriana Kovashka	2023	arxiv 2303.10937
SimPLR: A Simple and Plain Transformer for Efficient Object Detection and Segmentation	Duy-Kien Nguyen, Martin R. Oswald, Cees G. M. Snoek	2023	arxiv 2310.05920
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection	Shuang Hao, Chunlin Zhong, He Tang	2024	arxiv 2407.06780
Beyond Open Vocabulary: Multimodal Prompting for Object Detection in Remote Sensing Images	Shuai Yang, Ziyue Huang, Jiaxin Chen	2026	arxiv 2602.01954

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