Frustratingly Simple Few-Shot Object Detection

16 March 2020

Papers citing "Frustratingly Simple Few-Shot Object Detection"

50 / 251 papers shown

Title
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval Jiayi Chen H. Dai Bo Dai Aidong Zhang Wei Wei 21 2 0 01 Nov 2023
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection Min Jae Jung S. Han Joohee Kim 23 13 0 01 Nov 2023
LP-OVOD: Open-Vocabulary Object Detection by Linear Probing Chau Pham Truong Vu Khoi Duc Minh Nguyen ObjD 22 16 0 26 Oct 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 26 13 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 8 19 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 34 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 31 1 0 29 Aug 2023
Preference-conditioned Pixel-based AI Agent For Game Testing Sherif M. Abdelfattah Adrian Brown Pushi Zhang 14 2 0 18 Aug 2023
Improved Region Proposal Network for Enhanced Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 29 12 0 15 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 24 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 29 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 21 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 22 1 0 25 Jul 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 14 6 0 17 Jul 2023
Random Boxes Are Open-world Object Detectors Yanghao Wang Zhongqi Yue Xiansheng Hua Hanwang Zhang ObjD 21 17 0 17 Jul 2023
Global birdsong embeddings enable superior transfer learning for bioacoustic classification Burooj Ghani Tom Denton Stefan Kahl Holger Klinck 21 50 0 12 Jul 2023
IAdet: Simplest human-in-the-loop object detection Franco Marchesoni-Acland Gabriele Facciolo VLM 44 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 Bernard Ghanem Dacheng Tao ObjD VLM 32 136 0 28 Jun 2023
Multi-Modal Classifiers for Open-Vocabulary Object Detection Prannay Kaul Weidi Xie Andrew Zisserman ObjD VLM MLLM 14 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 30 30 0 30 May 2023
VoxDet: Voxel Learning for Novel Instance Detection Bowen Li Jiashun Wang Yaoyu Hu Chen Wang S. Scherer 30 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 25 3 0 22 May 2023
Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment Mengke Li Yiu-ming Cheung Yang Lu 22 90 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 24 5 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 18 71 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 71 6 0 02 May 2023
Analogy-Forming Transformers for Few-Shot 3D Parsing N. Gkanatsios M. Singh Zhaoyuan Fang Shubham Tulsiani Katerina Fragkiadaki 3DPC 3DV 21 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 32 10 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 26 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 24 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 39 4 0 15 Apr 2023
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection Jingyi Xu Hieu M. Le Dimitris Samaras ObjD 15 26 0 11 Apr 2023
From Saliency to DINO: Saliency-guided Vision Transformer for Few-shot Keypoint Detection Changsheng Lu Hao Zhu Piotr Koniusz 45 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 51 23 0 27 Mar 2023
Explore the Power of Synthetic Data on Few-shot Object Detection Shaobo Lin Kun Wang Xingyu Zeng Ruili Zhao 27 32 0 23 Mar 2023
Efficient Feature Distillation for Zero-shot Annotation Object Detection Zhuoming Liu Xuefeng Hu Ram Nevatia VLM ObjD 24 1 0 21 Mar 2023
Identification of Novel Classes for Improving Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 21 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 19 36 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 P. Radeva 8 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 22 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 32 26 0 13 Mar 2023
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection Phi Vu Tran ObjD 28 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 45 13 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 50 8 0 09 Mar 2023
An Effective Crop-Paste Pipeline for Few-shot Object Detection Shaobo Lin Kun Wang Xingyu Zeng Ruili Zhao 13 6 0 28 Feb 2023
Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach Taehyean Choi Jong-Hwan Kim ObjD 22 6 0 20 Feb 2023
ENInst: Enhancing Weakly-supervised Low-shot Instance Segmentation Moon Ye-Bin D. Choi Y. Kwon Junsik Kim Tae-Hyun Oh ISeg 27 6 0 20 Feb 2023
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting Viraj Prabhu David Acuna Andy Liao Rafid Mahmood M. Law Judy Hoffman Sanja Fidler James Lucas 25 11 0 09 Feb 2023
Generalized Few-Shot 3D Object Detection of LiDAR Point Cloud for Autonomous Driving Jiawei Liu Xingping Dong Sanyuan Zhao Jianbing Shen 3DPC 17 8 0 08 Feb 2023
Few-Shot Object Detection via Variational Feature Aggregation Jiaming Han Yuqiang Ren Jian Ding Ke Yan Guisong Xia 35 64 0 31 Jan 2023