Object Detection

ObjD

Identifies and localizes objects within images or videos. Fundamental for surveillance, robotics, and autonomous vehicles.

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Cross-modal Proxy Evolving for OOD Detection with Vision-Language Models Hao Tang Yu Liu Shuanglin Yan Fei Shen Shengfeng He Jing Qin ObjD OODD VLM 85 0 0 13 Jan 2026
MixRI: Mixing Features of Reference Images for Novel Object Pose Estimation Xinhang Liu Jiawei Shi Zheng Dang Yuchao Dai ObjD 3DPC 80 0 0 11 Jan 2026
Higher-Order Adversarial Patches for Real-Time Object Detectors Jens Bayer Stefan Becker David Münch Michael Arens Jürgen Beyerer AAML ObjD 93 0 0 08 Jan 2026
SLGNet: Synergizing Structural Priors and Language-Guided Modulation for Multimodal Object Detection Xiantai Xiang Guangyao Zhou Zixiao Wen Wenshuai Li Ben Niu ... Lijia Huang Qiantong Wang Yuhan Liu Zongxu Pan Yuxin Hu ObjD 48 0 0 05 Jan 2026
BARE: Towards Bias-Aware and Reasoning-Enhanced One-Tower Visual Grounding Hongbing Li Linhui Xiao Zihan Zhao Qi Shen Yixiang Huang Bo Xiao Zhanyu Ma ObjD 120 0 0 04 Jan 2026
ARM: A Learnable, Plug-and-Play Module for CLIP-based Open-vocabulary Semantic Segmentation Ziquan Liu Zhewei Zhu Xuyang Shi VLM ObjD 205 0 0 30 Dec 2025
Same or Not? Enhancing Visual Perception in Vision-Language Models Damiano Marsili Aditya Mehta Ryan Y. Lin Georgia Gkioxari MLLM ObjD VLM CoGe 180 0 0 29 Dec 2025
ViLaCD-R1: A Vision-Language Framework for Semantic Change Detection in Remote Sensing Xingwei Ma Shiyang Feng Bo Zhang Bin Wang ObjD VGen 237 0 0 29 Dec 2025
CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision Behnam Raoufi Hossein Sharify Mohamad Mahdee Ramezanee Khosrow Hajsadeghi Saeed Bagheri Shouraki ObjD VLM CLIP 29 0 0 28 Dec 2025
YOLO-IOD: Towards Real Time Incremental Object Detection Shizhou Zhang Xueqiang Lv Yinghui Xing Qirui Wu Di Xu Chen Zhao Yanning Zhang ObjD CLL 176 0 0 28 Dec 2025
Evaluating the Performance of Open-Vocabulary Object Detection in Low-quality Image Po-Chih Wu ObjD 66 0 0 28 Dec 2025
Towards Minimal Fine-Tuning of VLMs Tiange Luo Lajanugen Logeswaran Jaekyeom Kim Justin Johnson Honglak Lee ObjD VLM 362 0 0 22 Dec 2025
HyDRA: Hierarchical and Dynamic Rank Adaptation for Mobile Vision Language ModelIEEE International Joint Conference on Neural Network (IJCNN), 2025 Yuanhao Xi Xiaohuan Bing Ramin Yahyapour ObjD VLM 132 0 0 20 Dec 2025
Foundation Model Priors Enhance Object Focus in Feature Space for Source-Free Object Detection Sairam VCR Rishabh Lalla Aveen Dayal Tejal Kulkarni Anuj Lalla Vineeth N Balasubramanian Muhammad Haris Khan ObjD 256 0 0 19 Dec 2025
YOLO11-4K: An Efficient Architecture for Real-Time Small Object Detection in 4K Panoramic Images Huma Hafeez Matthew Garratt Jo Plested Sankaran Iyer Arcot Sowmya ObjD 227 0 0 18 Dec 2025
VajraV1 -- The most accurate Real Time Object Detector of the YOLO family Naman Balbir Singh Makkar ObjD 129 0 0 15 Dec 2025
DiG: Differential Grounding for Enhancing Fine-Grained Perception in Multimodal Large Language Model Zhou Tao Shida Wang Yongxiang Hua Haoyu Cao Linli Xu ObjD VLM 92 0 0 14 Dec 2025
WeDetect: Fast Open-Vocabulary Object Detection as Retrieval Shenghao Fu Yukun Su Fengyun Rao Jing Lyu Xiaohua Xie Wei-Shi Zheng ObjD VLM 128 0 0 13 Dec 2025
Cognitive-YOLO: LLM-Driven Architecture Synthesis from First Principles of Data for Object Detection Jiahao Zhao ObjD 177 0 0 13 Dec 2025
VLM2GeoVec: Toward Universal Multimodal Embeddings for Remote Sensing Emanuel Sánchez Aimar Gulnaz Zhambulova Fahad Shahbaz Khan Yonghao Xu Michael Felsberg ObjD 54 0 0 12 Dec 2025
Referring Change Detection in Remote Sensing Imagery Yilmaz Korkmaz Jay N. Paranjape Celso M. de Melo Vishal M. Patel ObjD VGen 176 0 0 12 Dec 2025
VGent: Visual Grounding via Modular Design for Disentangling Reasoning and Prediction Weitai Kang Jason Kuen Mengwei Ren Zijun Wei Yan Yan Kangning Liu ObjD LRM 124 0 0 11 Dec 2025
LiM-YOLO: Less is More with Pyramid Level Shift and Normalized Auxiliary Branch for Ship Detection in Optical Remote Sensing Imagery Seon-Hoon Kim Hyeji Sim Youeyun Jung Ok-Chul Jung Yerin Kim ObjD 360 0 0 10 Dec 2025
No Labels, No Problem: Training Visual Reasoners with Multimodal Verifiers Damiano Marsili Georgia Gkioxari ObjD LRM 213 0 0 09 Dec 2025
Enhancing Small Object Detection with YOLO: A Novel Framework for Improved Accuracy and Efficiency Mahila Moghadami Mohammad Ali Keyvanrad Melika Sabaghian ObjD 73 0 0 08 Dec 2025
CoT4Det: A Chain-of-Thought Framework for Perception-Oriented Vision-Language Tasks Yu Qi Yumeng Zhang Chenting Gong Xiao Tan Weiming Zhang Wei Zhang Jingdong Wang MLLM ObjD LRM 246 0 0 07 Dec 2025
1 + 1 > 2: Detector-Empowered Video Large Language Model for Spatio-Temporal Grounding and Reasoning Shida Gao Feng Xue Xiangfeng Wang Anlong Ming Teng Long Yihua Shao Haozhe Wang Zhaowen Lin Wei Wang Nicu Sebe MLLM ObjD LRM 136 0 0 07 Dec 2025
RefBench-PRO: Perceptual and Reasoning Oriented Benchmark for Referring Expression Comprehension Tianyi Gao Hao Li Han Fang Xin Wei Xiaodong Dong ... Ye Yuan Zhongjiang He Jinglin Xu Jingmin Xin Hao Sun ObjD 254 0 0 06 Dec 2025
ZeBROD: Zero-Retraining Based Recognition and Object Detection Framework Priyanto Hidayatullah Nurjannah Syakrani Yudi Widhiyasana Muhammad Rizqi Sholahuddin Refdinal Tubagus Zahri Al Adzani Hidayat Hanri Fajar Ramadhan Dafa Alfarizki Pratama Farhan Muhammad Yasin ObjD 319 0 0 04 Dec 2025
GeoViS: Geospatially Rewarded Visual Search for Remote Sensing Visual Grounding P. Zhang Y. Zhang Luxiao Xu J. Lin Zonghao Guo Fengxiang Wang Xue Yang Kaiwen Wei Lei Wang ObjD 172 1 0 02 Dec 2025
Real-Time On-the-Go Annotation Framework Using YOLO for Automated Dataset Generation Mohamed Abdallah Salem Ahmed Harb Rabia ObjD 298 0 0 01 Dec 2025
Small Object Detection for Birds with Swin Transformer Da Huo Marc A. Kastner Tingwei Liu Yasutomo Kawanishi Takatsugu Hirayama Takahiro Komamizu Ichiro Ide ObjD ViT 137 10 0 27 Nov 2025
RefOnce: Distilling References into a Prototype Memory for Referring Camouflaged Object Detection Yu-Huan Wu Z. Zhu Yan Wang Liangli Zhen Deng-Ping Fan ObjD 262 0 0 26 Nov 2025
Zoo3D: Zero-Shot 3D Object Detection at Scene Level Andrey Lemeshko Bulat Gabdullin Nikita Drozdov Anton Konushin D. Rukhovich Maksim Kolodiazhnyi 3DPC ObjD VLM 414 0 0 25 Nov 2025
MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities Tooba Tehreem Sheikh Jean Lahoud Rao Muhammad Anwer Fahad Shahbaz Khan Salman Khan Hisham Cholakkal ObjD MedIm VLM 311 0 0 25 Nov 2025
Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning Liqin Luo Guangyao Chen Xiawu Zheng Yongxing Dai Yixiong Zou Yonghong Tian ObjD LRM 239 0 0 24 Nov 2025
VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection Jianhang Yao Yongbin Zheng Siqi Lu Wanying Xu Peng Sun ObjD VLM 255 0 0 22 Nov 2025
A lightweight detector for real-time detection of remote sensing images Qianyi Wang Guoqiang Ren ObjD 201 1 0 21 Nov 2025
UniDGF: A Unified Detection-to-Generation Framework for Hierarchical Object Visual Recognition Xinyu Nan Lingtao Mao Huangyu Dai Zexin Zheng Xinyu Sun ... Ben Chen Yuqing Ding Chenyi Lei Wenwu Ou Han Li ObjD 248 0 0 20 Nov 2025
YOLO Meets Mixture-of-Experts: Adaptive Expert Routing for Robust Object Detection Ori Meiraz Sharon Shalev Avishai Weizman MoE ObjD 301 0 0 17 Nov 2025
Referring Camouflaged Object Detection With Multi-Context Overlapped Windows Cross-Attention Yu Wen Shuyong Gao Shuping Zhang Miao Huang Lili Tao Han Yang Haozhe Xing Lihe Zhang Boxue Hou ObjD 129 0 0 17 Nov 2025
MSRNet: A Multi-Scale Recursive Network for Camouflaged Object Detection Leena Alghamdi Muhammad Usman Hafeez Anwar Abdul Bais Saeed Anwar ObjD 129 0 0 16 Nov 2025
Backdoor Attacks on Open Vocabulary Object Detectors via Multi-Modal Prompt Tuning Ankita Raj Chetan Arora ObjD AAML VLM 253 0 0 16 Nov 2025
ZoomEarth: Active Perception for Ultra-High-Resolution Geospatial Vision-Language Tasks Ruixun Liu Bowen Fu Jiayi Song Kaiyu Li Wanchen Li Lanxuan Xue Hui Qiao Weizhan Zhang Deyu Meng Xiangyong Cao ObjD 118 0 0 15 Nov 2025
Comprehension of Multilingual Expressions Referring to Target Objects in Visual Inputs Francisco Nogueira Alexandre Bernardino Bruno Martins ObjD 236 0 0 14 Nov 2025
FOUND: Fourier-based von Mises Distribution for Robust Single Domain Generalization in Object Detection Mengzhu Wang Changyuan Deng Shanshan Wang Nan Yin L. Lan Liang Yang ObjD 176 0 0 13 Nov 2025
Scale-Aware Relay and Scale-Adaptive Loss for Tiny Object Detection in Aerial Images Jinfu Li Yuqi Huang Hong Song Ting Wang Jianghan Xia Yucong Lin Jingfan Fan Jian Yang ObjD 222 0 0 13 Nov 2025
Robust Object Detection with Pseudo Labels from VLMs using Per-Object Co-teaching Uday Bhaskar Rishabh Bhattacharya Avinash Patel Sarthak Khoche Praveen Anil Kulkarni Naresh Manwani ObjD VLM 160 0 0 13 Nov 2025
T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection Jiazhou Zhou Qing Jiang Kanghao Chen Lutao Jiang Yuanhuiyi Lyu Ying-Cong Chen Lei Zhang ObjD 188 0 0 12 Nov 2025
Generalized-Scale Object Counting with Gradual Query Aggregation Jer Pelhan A. Lukežič Matej Kristan ObjD 243 0 0 11 Nov 2025

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