Papers citing 'Frustratingly Simple Few-Shot Object Detection'

Title
Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images Jiawei Zhou Wuzhou Li Yi Cao Hongtao Cai Xiang Li 191 1 0 20 Mar 2024
Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings Georgios Tsoumplekas Vladislav Li Ilias Siniosoglou Vasileios Argyriou Sotirios K Goudos Ioannis D. Moscholios Panagiotis I. Radoglou-Grammatikis Panagiotis G. Sarigiannidis 127 4 0 11 Mar 2024
Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection Jieren Deng Haojian Zhang Kun Ding Jianhua Hu Xingxuan Zhang Yunkuan Wang VLM ObjD 294 10 0 04 Mar 2024
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object DetectorEuropean Conference on Computer Vision (ECCV), 2024 Yu Fu Yu Wang Yixuan Pan Lian Huai Xingyu Qiu Zeyu Shangguan Tong Liu Yanwei Fu Luc Van Gool Xingqun Jiang 212 35 0 05 Feb 2024
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm PerspectivesIEEE Transactions on Intelligent Vehicles (TIV), 2024 Sheng Luo Wei Chen Wanxin Tian Rui Liu Luanxuan Hou ... Ling Shao Yi Yang Bojun Gao Qun Li Guobin Wu 224 22 0 05 Feb 2024
Stability Plasticity Decoupled Fine-tuning For Few-shot end-to-end Object Detection Yuantao Yin Ping Yin 97 0 0 20 Jan 2024
Fine-Grained Prototypes Distillation for Few-Shot Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2024 Zichen Wang Bo Yang Haonan Yue Zhenghao Ma ObjD 179 35 0 15 Jan 2024
Revisiting Few-Shot Object Detection with Vision-Language Models Anish Madan Neehar Peri Shu Kong Deva Ramanan VLM 239 19 0 22 Dec 2023
IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks Jiarui Xu Yossi Gandelsman Amir Bar Jianwei Yang Jianfeng Gao Trevor Darrell Xiaolong Wang VLM 80 5 0 04 Dec 2023
OpenNet: Incremental Learning for Autonomous Driving Object Detection with Balanced LossIEEE International Conference on Systems, Man and Cybernetics (SMC), 2023 Zezhou Wang Guitao Cao Xidong Xi Jiangtao Wang 173 3 0 25 Nov 2023
Point, Segment and Count: A Generalized Framework for Object CountingComputer Vision and Pattern Recognition (CVPR), 2023 Zhizhong Huang Mingliang Dai Yi Zhang Junping Zhang Hongming Shan 175 32 0 21 Nov 2023
Decoupled DETR For Few-shot Object Detection Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 171 3 0 20 Nov 2023
Semantic-aware Video Representation for Few-shot Action RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Yutao Tang Benjamin Bejar René Vidal 181 11 0 10 Nov 2023
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jiayi Chen H. Dai Bo Dai Aidong Zhang Wei Wei 117 2 0 01 Nov 2023
Re-Scoring Using Image-Language Similarity for Few-Shot Object DetectionComputer Vision and Image Understanding (CVIU), 2023 Min Jae Jung S. Han Joohee Kim 215 16 0 01 Nov 2023
LP-OVOD: Open-Vocabulary Object Detection by Linear ProbingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Chau Pham Truong Vu Khoi Duc Minh Nguyen ObjD 171 23 0 26 Oct 2023
Detect Everything with Few ExamplesConference on Robot Learning (CoRL), 2023 Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 196 20 0 22 Sep 2023
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel ObjectsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Fahong Zhang Yilei Shi Zhitong Xiong Xiaoxiang Zhu ObjD 132 30 0 19 Sep 2023
ECEA: Extensible Co-Existing Attention for Few-Shot Object DetectionIEEE Transactions on Image Processing (IEEE TIP), 2023 Zhimeng Xin Tianxu Wu Shiming Chen Yixiong Zou Ling Shao Xinge You 126 9 0 15 Sep 2023
Few-Shot Object Detection via Synthetic Features with Optimal TransportComputer Vision and Image Understanding (CVIU), 2023 Anh-Khoa Nguyen Vu Thanh-Toan Do Vinh-Tiep Nguyen Tam Le M. Tran Tam V. Nguyen 186 3 0 29 Aug 2023
Preference-conditioned Pixel-based AI Agent For Game Testing Sherif M. Abdelfattah Adrian Brown Pushi Zhang 104 4 0 18 Aug 2023
Improved Region Proposal Network for Enhanced Few-Shot Object DetectionNeural Networks (Neural Netw.), 2023 Zeyu Shangguan Mohammad Rostami ObjD 163 15 0 15 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 211 0 0 28 Jul 2023
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote SensingEuropean Conference on Artificial Intelligence (ECAI), 2023 Jing Wu N. Hovakimyan Jennifer Hobbs 103 15 0 27 Jul 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold AugmentationIEEE International Conference on Computer Vision (ICCV), 2023 Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 177 11 0 27 Jul 2023
Cos R-CNN for Online Few-shot Object Detection G. P. Data Henry Howard-Jenkins D. W. Murray V. Prisacariu ObjD 57 1 0 25 Jul 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 110 11 0 17 Jul 2023
Random Boxes Are Open-world Object DetectorsIEEE International Conference on Computer Vision (ICCV), 2023 Yanghao Wang Zhongqi Yue Xiansheng Hua Hanwang Zhang ObjD 169 24 0 17 Jul 2023
Global birdsong embeddings enable superior transfer learning for bioacoustic classificationScientific Reports (Sci Rep), 2023 Burooj Ghani Tom Denton Stefan Kahl Holger Klinck 176 91 0 12 Jul 2023
IAdet: Simplest human-in-the-loop object detection Franco Marchesoni-Acland Gabriele Facciolo VLM 149 2 0 04 Jul 2023
Towards Open Vocabulary Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 242 190 0 28 Jun 2023
Multi-Modal Classifiers for Open-Vocabulary Object DetectionInternational Conference on Machine Learning (ICML), 2023 Prannay Kaul Weidi Xie Andrew Zisserman ObjD VLM MLLM 110 57 0 08 Jun 2023
Multi-modal Queried Object Detection in the WildNeural Information Processing Systems (NeurIPS), 2023 Yifan Xu Mengdan Zhang Chaoyou Fu Peixian Chen Xiaoshan Yang Ke Li Changsheng Xu ObjD VLM 182 40 0 30 May 2023
VoxDet: Voxel Learning for Novel Instance DetectionNeural Information Processing Systems (NeurIPS), 2023 Bowen Li Jiashun Wang Yaoyu Hu Chen Wang Sebastian Scherer 177 6 0 26 May 2023
Boosting Long-tailed Object Detection via Step-wise Learning on Smooth-tail DataIEEE International Conference on Computer Vision (ICCV), 2023 Na Dong Yongqiang Zhang Mingli Ding G. Lee 115 3 0 22 May 2023
Long-tailed Visual Recognition via Gaussian Clouded Logit AdjustmentComputer Vision and Pattern Recognition (CVPR), 2021 Mengke Li Yiu-ming Cheung Yang Lu 177 132 0 19 May 2023
Adjusting Logit in Gaussian Form for Long-Tailed Visual RecognitionIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 Mengke Li Yiu-ming Cheung Yang Lu Zhikai Hu Weichao Lan Hui Huang 132 8 0 18 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsIEEE Geoscience and Remote Sensing Magazine (GRSM), 2023 Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 199 115 0 09 May 2023
Faster OreFSDet : A Lightweight and Effective Few-shot Object Detector for Ore ImagesPattern Recognition (Pattern Recogn.), 2023 Yang Zhang Lei Cheng Yuting Peng C. Xu Yanwei Fu Bo Wu Guodong Sun ObjD 198 9 0 02 May 2023
Analogy-Forming Transformers for Few-Shot 3D ParsingInternational Conference on Learning Representations (ICLR), 2023 N. Gkanatsios M. Singh Zhaoyuan Fang Shubham Tulsiani Katerina Fragkiadaki 3DPC 3DV 152 2 0 27 Apr 2023
Meta-tuning Loss Functions and Data Augmentation for Few-shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023 B. Demirel Orhun Bugra Baran R. G. Cinbis 170 14 0 24 Apr 2023
Clustered-patch Element Connection for Few-shot LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Jinxiang Lai Siqian Yang Junhong Zhou Wenlong Wu Xiao Chen Jun Liu Bin-Bin Gao Chengjie Wang 151 12 0 20 Apr 2023
Instance-level Few-shot Learning with Class Hierarchy MiningIEEE Transactions on Image Processing (IEEE TIP), 2023 Anh-Khoa Nguyen Vu Thanh-Toan Do Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Tam V. Nguyen 124 15 0 15 Apr 2023
The Art of Camouflage: Few-shot Learning for Animal Detection and SegmentationIEEE Access (IEEE Access), 2023 Thanh-Tung Phan-Nguyen Anh-Khoa Nguyen Vu Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do M. Tran Tam V. Nguyen 149 8 0 15 Apr 2023
Generating Features with Increased Crop-related Diversity for Few-Shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Aoxiang Fan Hieu M. Le Dimitris Samaras ObjD 178 34 0 11 Apr 2023
From Saliency to DINO: Saliency-guided Vision Transformer for Few-shot Keypoint Detection Changsheng Lu Hao Zhu Piotr Koniusz 127 13 0 06 Apr 2023
Universal Few-shot Learning of Dense Prediction Tasks with Visual Token MatchingInternational Conference on Learning Representations (ICLR), 2023 Donggyun Kim Jinwoo Kim Seongwoong Cho Chong Luo Seunghoon Hong VLM 128 29 0 27 Mar 2023
Explore the Power of Synthetic Data on Few-shot Object Detection Shaobo Lin Kun Wang Xingyu Zeng Ruili Zhao 182 46 0 23 Mar 2023
Efficient Feature Distillation for Zero-shot Annotation Object DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Zhuoming Liu Xuefeng Hu Ram Nevatia VLM ObjD 125 2 0 21 Mar 2023
Identification of Novel Classes for Improving Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 153 17 0 18 Mar 2023