An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning

An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning

28 September 2022

Yuxin Peng

Papers citing "An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning"

12 / 12 papers shown

Title
Improving 3D Few-Shot Segmentation with Inference-Time Pseudo-Labeling Mohammad Mozafari Hosein Hasani Reza Vahidimajd Mohamadreza Fereydooni M. Baghshah 34 0 0 13 Oct 2024
Learning Unlabeled Clients Divergence via Anchor Model Aggregation for Federated Semi-supervised Learning Marawan Elbatel Hualiang Wang Jixiang Chen Hao Wang Xiaomeng Li FedML 63 0 0 14 Jul 2024
Revisiting Few-Shot Object Detection with Vision-Language Models Anish Madan Neehar Peri Shu Kong Deva Ramanan VLM 32 6 0 22 Dec 2023
Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical Wei Wang Takashi Ishida Yu-Jie Zhang Gang Niu Masashi Sugiyama 32 2 0 27 Nov 2023
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels Shu-Lin Xu Yifan Sun Faen Zhang Anqi Xu Xiu-Shen Wei Yi Yang 26 5 0 18 Nov 2023
Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling Wonho Bae Jing Wang Danica J. Sutherland 44 1 0 06 Nov 2023
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge J. Belongie 74 279 0 11 Nov 2021
Rectifying the Shortcut Learning of Background for Few-Shot Learning Xu Luo Longhui Wei Liangjiang Wen Jinrong Yang Lingxi Xie Zenglin Xu Qi Tian 45 87 0 16 Jul 2021
Iterative label cleaning for transductive and semi-supervised few-shot learning Michalis Lazarou Tania Stathaki Yannis Avrithis 40 61 0 14 Dec 2020
Cross Attention Network for Few-shot Classification Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 204 630 0 17 Oct 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 341 11,684 0 09 Mar 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014