Dataset Bias in Few-shot Image Recognition

Dataset Bias in Few-shot Image Recognition

18 August 2020

Papers citing "Dataset Bias in Few-shot Image Recognition"

12 / 12 papers shown

Title
Mitigating Knowledge Discrepancies among Multiple Datasets for Task-agnostic Unified Face Alignment Jiahao Xia Min Xu Wenjian Huang Jianguo Zhang Haimin Zhang Chunxia Xiao CVBM FedML 68 0 0 28 Mar 2025
Revealing Bias Formation in Deep Neural Networks Through the Geometric Mechanisms of Human Visual Decoupling Yanbiao Ma Bowei Liu Boyuan Gao Wei-Ming Dai Jiayi Chen Shuo Li AI4CE 66 0 0 17 Feb 2025
DIAGen: Diverse Image Augmentation with Generative Models Tobias Lingenberg Markus Reuter Gopika Sudhakaran Dominik Gojny Stefan Roth Simone Schaub-Meyer DiffM 28 3 0 26 Aug 2024
Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications Minyang Hu Hong Chang Zong Guo Bingpeng Ma Shiguang Shan Xilin Chen VLM 29 1 0 06 Mar 2024
Weakly Supervised Open-Vocabulary Object Detection Jianghang Lin Yunhang Shen Bingquan Wang Shaohui Lin Ke Li Liujuan Cao WSOD 33 7 0 19 Dec 2023
EqGAN: Feature Equalization Fusion for Few-shot Image Generation Yingbo Zhou Zhihao Yue Yutong Ye Pengyu Zhang Xian Wei Mingsong Chen 32 1 0 27 Jul 2023
Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification Piotr Koniusz Hongguang Zhang 45 56 0 27 Dec 2020
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification Nikita Dvornik Cordelia Schmid Julien Mairal VLM 178 24 0 20 Mar 2020
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning Sung Whan Yoon Do-Yeon Kim Jun Seo Jaekyun Moon CLL 178 46 0 19 Mar 2020
Frustratingly Simple Few-Shot Object Detection Xin Wang Thomas E. Huang Trevor Darrell Joseph E. Gonzalez F. I. F. Richard Yu ObjD 95 544 0 16 Mar 2020
Delta-encoder: an effective sample synthesis method for few-shot object recognition Eli Schwartz Leonid Karlinsky J. Shtok Sivan Harary Mattias Marder Rogerio Feris Abhishek Kumar Raja Giryes A. Bronstein 189 351 0 12 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017