Frustratingly Simple Few-Shot Object Detection

16 March 2020

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Papers citing "Frustratingly Simple Few-Shot Object Detection"

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Title
OpenNet: Incremental Learning for Autonomous Driving Object Detection with Balanced Loss Zezhou Wang Guitao Cao Xidong Xi Jiangtao Wang 143 0 0 25 Nov 2023
Point, Segment and Count: A Generalized Framework for Object Counting Zhizhong Huang Mingliang Dai Yi Zhang Junping Zhang Hongming Shan 79 21 0 21 Nov 2023
Decoupled DETR For Few-shot Object Detection Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 105 2 0 20 Nov 2023
Semantic-aware Video Representation for Few-shot Action Recognition Yutao Tang Benjamin Bejar René Vidal 92 7 0 10 Nov 2023
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval Jiayi Chen H. Dai Bo Dai Aidong Zhang Wei Wei 87 2 0 01 Nov 2023
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection Min Jae Jung S. Han Joohee Kim 126 14 0 01 Nov 2023
LP-OVOD: Open-Vocabulary Object Detection by Linear Probing Chau Pham Truong Vu Khoi Duc Minh Nguyen ObjD 95 17 0 26 Oct 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 104 14 0 22 Sep 2023
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects Fahong Zhang Yilei Shi Zhitong Xiong Xiaoxiang Zhu ObjD 92 21 0 19 Sep 2023
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection Zhimeng Xin Tianxu Wu Shiming Chen Yixiong Zou Ling Shao Xinge You 93 4 0 15 Sep 2023
Few-Shot Object Detection via Synthetic Features with Optimal Transport Anh-Khoa Nguyen Vu Thanh-Toan Do Vinh-Tiep Nguyen Tam Le M. Tran Tam V. Nguyen 120 3 0 29 Aug 2023
Preference-conditioned Pixel-based AI Agent For Game Testing Sherif M. Abdelfattah Adrian Brown Pushi Zhang 57 2 0 18 Aug 2023
Improved Region Proposal Network for Enhanced Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 89 13 0 15 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 134 0 0 28 Jul 2023
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing Jing Wu N. Hovakimyan Jennifer Hobbs 72 14 0 27 Jul 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 77 9 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 41 1 0 25 Jul 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 66 8 0 17 Jul 2023
Random Boxes Are Open-world Object Detectors Yanghao Wang Zhongqi Yue Xiansheng Hua Hanwang Zhang ObjD 145 18 0 17 Jul 2023
Global birdsong embeddings enable superior transfer learning for bioacoustic classification Burooj Ghani Tom Denton Stefan Kahl Holger Klinck 92 60 0 12 Jul 2023
IAdet: Simplest human-in-the-loop object detection Franco Marchesoni-Acland Gabriele Facciolo VLM 101 1 0 04 Jul 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 152 151 0 28 Jun 2023
Multi-Modal Classifiers for Open-Vocabulary Object Detection Prannay Kaul Weidi Xie Andrew Zisserman ObjD VLM MLLM 71 47 0 08 Jun 2023
Multi-modal Queried Object Detection in the Wild Yifan Xu Mengdan Zhang Chaoyou Fu Peixian Chen Xiaoshan Yang Ke Li Changsheng Xu ObjD VLM 127 32 0 30 May 2023
VoxDet: Voxel Learning for Novel Instance Detection Bowen Li Jiashun Wang Yaoyu Hu Chen Wang Sebastian Scherer 99 6 0 26 May 2023
Boosting Long-tailed Object Detection via Step-wise Learning on Smooth-tail Data Na Dong Yongqiang Zhang Mingli Ding G. Lee 91 3 0 22 May 2023
Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment Mengke Li Yiu-ming Cheung Yang Lu 141 100 0 19 May 2023
Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition Mengke Li Y. Cheung Yang Lu Zhikai Hu Weichao Lan Hui Huang 101 8 0 18 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 77 82 0 09 May 2023
Faster OreFSDet : A Lightweight and Effective Few-shot Object Detector for Ore Images Yang Zhang Lei Cheng Yuting Peng C. Xu Yanwei Fu Bo Wu Guodong Sun ObjD 123 7 0 02 May 2023
Analogy-Forming Transformers for Few-Shot 3D Parsing N. Gkanatsios M. Singh Zhaoyuan Fang Shubham Tulsiani Katerina Fragkiadaki 3DPC 3DV 65 2 0 27 Apr 2023
Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection B. Demirel Orhun Bugra Baran R. G. Cinbis 111 12 0 24 Apr 2023
Clustered-patch Element Connection for Few-shot Learning Jinxiang Lai Siqian Yang Junhong Zhou Wenlong Wu Xiao Chen Jun Liu Bin-Bin Gao Chengjie Wang 63 8 0 20 Apr 2023
Instance-level Few-shot Learning with Class Hierarchy Mining Anh-Khoa Nguyen Vu Thanh-Toan Do Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Tam V. Nguyen 78 11 0 15 Apr 2023
The Art of Camouflage: Few-shot Learning for Animal Detection and Segmentation Thanh-Tung Phan-Nguyen Anh-Khoa Nguyen Vu Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do M. Tran Tam V. Nguyen 78 5 0 15 Apr 2023
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection Jingyi Xu Hieu M. Le Dimitris Samaras ObjD 103 27 0 11 Apr 2023
From Saliency to DINO: Saliency-guided Vision Transformer for Few-shot Keypoint Detection Changsheng Lu Hao Zhu Piotr Koniusz 77 11 0 06 Apr 2023
Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching Donggyun Kim Jinwoo Kim Seongwoong Cho Chong Luo Seunghoon Hong VLM 104 24 0 27 Mar 2023
Explore the Power of Synthetic Data on Few-shot Object Detection Shaobo Lin Kun Wang Xingyu Zeng Ruili Zhao 87 36 0 23 Mar 2023
Efficient Feature Distillation for Zero-shot Annotation Object Detection Zhuoming Liu Xuefeng Hu Ram Nevatia VLM ObjD 70 1 0 21 Mar 2023
Identification of Novel Classes for Improving Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 80 13 0 18 Mar 2023
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection Jiawei Ma Yulei Niu Jincheng Xu Shiyuan Huang G. Han Shih-Fu Chang ObjD 79 37 0 16 Mar 2023
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets Pablo J. Villacorta Jesús M. Rodríguez-de-Vera Marc Bolaños Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva 103 1 0 16 Mar 2023
SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object Detection with Transformers Guoqiang Jin Fan Yang Mingshan Sun R. Zhao Yakun Liu Wei Li Tianpeng Bao Liwei Wu Xingyu Zeng Rui Zhao ViT 64 2 0 15 Mar 2023
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images Nanqing Liu Xun Xu Turgay Celik Zongxin Gan Hengchao Li 87 26 0 13 Mar 2023
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection Phi Vu Tran ObjD 76 2 0 10 Mar 2023
MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation Minh-Quan Le Tam V. Nguyen Trung-Nghia Le Thanh-Toan Do Minh N. Do M. Tran DiffM 93 16 0 09 Mar 2023
NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging Karim Guirguis Johannes Meier George Eskandar Matthias Kayser B. Yang Juergen Beyerer 111 9 0 09 Mar 2023
An Effective Crop-Paste Pipeline for Few-shot Object Detection Shaobo Lin Kun Wang Xingyu Zeng Ruili Zhao 102 8 0 28 Feb 2023
Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach Taehyean Choi Jong-Hwan Kim ObjD 71 6 0 20 Feb 2023