Sparse Spatial Transformers for Few-Shot Learning

27 September 2021

Papers citing "Sparse Spatial Transformers for Few-Shot Learning"

6 / 6 papers shown

Title
Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms Fatemeh Askari Amirreza Fateh Mohammad Reza Mohammadi 85 3 0 17 Jan 2025
Shaping Visual Representations with Attributes for Few-Shot Recognition Haoxing Chen Huaxiong Li Yaohui Li Chunlin Chen 32 7 0 13 Dec 2021
Learning to Focus: Cascaded Feature Matching Network for Few-shot Image Recognition Mengting Chen Xinggang Wang Heng Luo Yifeng Geng Wenyu Liu ObjD 58 10 0 13 Jan 2021
CrossTransformers: spatially-aware few-shot transfer Carl Doersch Ankush Gupta Andrew Zisserman ViT 209 330 0 22 Jul 2020
Cross Attention Network for Few-shot Classification Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 204 629 0 17 Oct 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,681 0 09 Mar 2017