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Matching Networks for One Shot Learning
v1v2 (latest)

Matching Networks for One Shot Learning

13 June 2016
Oriol Vinyals
Charles Blundell
Timothy Lillicrap
Koray Kavukcuoglu
Daan Wierstra
    VLM
ArXiv (abs)PDFHTML

Papers citing "Matching Networks for One Shot Learning"

50 / 3,266 papers shown
Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for
  Collaborative DNN Training on Heterogeneous Edge Devices
Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge DevicesACM/IEEE International Conference on Mobile Computing and Networking (MobiCom), 2024
Shengyuan Ye
Liekang Zeng
Xiaowen Chu
Guoliang Xing
Xu Chen
285
32
0
15 Aug 2024
A Simple Task-aware Contrastive Local Descriptor Selection Strategy for
  Few-shot Learning between inter class and intra class
A Simple Task-aware Contrastive Local Descriptor Selection Strategy for Few-shot Learning between inter class and intra classInternational Conference on Artificial Neural Networks (ICANN), 2024
Qian Qiao
Yu Xie
Shaoyao Huang
Fanzhang Li
291
0
0
12 Aug 2024
A Unified Manifold Similarity Measure Enhancing Few-Shot, Transfer, and
  Reinforcement Learning in Manifold-Distributed Datasets
A Unified Manifold Similarity Measure Enhancing Few-Shot, Transfer, and Reinforcement Learning in Manifold-Distributed Datasets
S. W. Qayyumi
Laureance F Park
O. Obst
174
0
0
12 Aug 2024
Semi-Supervised One-Shot Imitation Learning
Semi-Supervised One-Shot Imitation Learning
Philipp Wu
Kourosh Hakhamaneshi
Yuqing Du
Igor Mordatch
Aravind Rajeswaran
Pieter Abbeel
SSL
311
3
0
09 Aug 2024
Learn To Learn More Precisely
Learn To Learn More Precisely
Runxi Cheng
Yongxian Wei
Xianglong He
Wanyun Zhu
Songsong Huang
Fei Richard Yu
Fei Ma
Chun Yuan
269
0
0
08 Aug 2024
Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment
  Gaps
Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment Gaps
Yifan Zhu
Pranay Thangeda
Erica Tevere
Ashish Goel
Erik Kramer
Hari Nayar
Melkior Ornik
Kris K. Hauser
261
0
0
06 Aug 2024
EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier
  Logits
EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits
Mateusz Ochal
Massimiliano Patacchiola
Malik Boudiaf
Sen Wang
229
0
0
04 Aug 2024
Compositional Physical Reasoning of Objects and Events from Videos
Compositional Physical Reasoning of Objects and Events from VideosIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Zhenfang Chen
Shilong Dong
Kexin Yi
Yunzhu Li
Mingyu Ding
Antonio Torralba
Joshua B. Tenenbaum
Chuang Gan
OCL
368
9
0
02 Aug 2024
Joint Neural Networks for One-shot Object Recognition and Detection
Joint Neural Networks for One-shot Object Recognition and Detection
Camilo Vargas
Qianni Zhang
E. Izquierdo
ObjDVLM
239
0
0
01 Aug 2024
Task-Adapter: Task-specific Adaptation of Image Models for Few-shot
  Action Recognition
Task-Adapter: Task-specific Adaptation of Image Models for Few-shot Action RecognitionACM Multimedia (MM), 2024
Congqi Cao
Guibiao Liao
Yating Yu
Kanglin Liu
Lingtong Min
Yanning Zhang
375
10
0
01 Aug 2024
Small Object Few-shot Segmentation for Vision-based Industrial
  Inspection
Small Object Few-shot Segmentation for Vision-based Industrial Inspection
Zilong Zhang
Chang Niu
Yi Lin
Jingchi Jiang
Xuefeng Chen
197
6
0
31 Jul 2024
Symmetrical Joint Learning Support-query Prototypes for Few-shot
  Segmentation
Symmetrical Joint Learning Support-query Prototypes for Few-shot Segmentation
Qun Li
Baoquan Sun
Fu Xiao
Yonggang Qi
B. Bhanu
186
0
0
27 Jul 2024
Trajectory-aligned Space-time Tokens for Few-shot Action Recognition
Trajectory-aligned Space-time Tokens for Few-shot Action Recognition
Pulkit Kumar
Namitha Padmanabhan
Luke Luo
Sai Saketh Rambhatla
Abhinav Shrivastava
256
7
0
25 Jul 2024
Improved Few-Shot Image Classification Through Multiple-Choice Questions
Improved Few-Shot Image Classification Through Multiple-Choice Questions
Dipika Khullar
Emmett Goodman
Negin Sokhandan
151
2
0
23 Jul 2024
No Re-Train, More Gain: Upgrading Backbones with Diffusion model for Pixel-Wise and Weakly-Supervised Few-Shot Segmentation
No Re-Train, More Gain: Upgrading Backbones with Diffusion model for Pixel-Wise and Weakly-Supervised Few-Shot Segmentation
Shuai Chen
Fanman Meng
Haoran Wei
Haoran Wei
Runtong Zhang
Qingbo Wu
Linfeng Xu
Hongliang Li
220
0
0
23 Jul 2024
MIBench: Evaluating Multimodal Large Language Models over Multiple
  Images
MIBench: Evaluating Multimodal Large Language Models over Multiple Images
Haowei Liu
Xi Zhang
Haiyang Xu
Yaya Shi
Chaoya Jiang
...
Ji Zhang
Fei Huang
Chunfen Yuan
Bing Li
Weiming Hu
VLM
154
28
0
21 Jul 2024
Assessing Sample Quality via the Latent Space of Generative Models
Assessing Sample Quality via the Latent Space of Generative Models
Aoxiang Fan
Hieu M. Le
Dimitris Samaras
MedIm
258
8
0
21 Jul 2024
Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and
  Self-Training
Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training
Yuqi Liu
Mengyu Li
Ximing Li
Lan Huang
Fausto Giunchiglia
Yanchun Liang
Xiaoyue Feng
Renchu Guan
SSL
209
5
0
20 Jul 2024
MetaAug: Meta-Data Augmentation for Post-Training Quantization
MetaAug: Meta-Data Augmentation for Post-Training Quantization
Cuong Pham
Hoang Anh Dung
Cuong C. Nguyen
Trung Le
Dinh Q. Phung
Gustavo Carneiro
Thanh-Toan Do
MQ
238
1
0
20 Jul 2024
A Comprehensive Review of Few-shot Action Recognition
A Comprehensive Review of Few-shot Action Recognition
Yuyang Wanyan
Xiaoshan Yang
Weiming Dong
Changsheng Xu
VLM
539
13
0
20 Jul 2024
ER-FSL: Experience Replay with Feature Subspace Learning for Online
  Continual Learning
ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning
Huiwei Lin
CLL
297
0
0
17 Jul 2024
Siamese Transformer Networks for Few-shot Image Classification
Siamese Transformer Networks for Few-shot Image Classification
Weihao Jiang
Shuoxi Zhang
Kun He
ViT
314
2
0
16 Jul 2024
Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection
Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection
Ye Jiang
Taihang Wang
Xiaoman Xu
Yimin Wang
Xingyi Song
Diana Maynard
270
4
0
16 Jul 2024
Improving Hyperbolic Representations via Gromov-Wasserstein
  Regularization
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization
Yifei Yang
Wonjun Lee
Dongmian Zou
Gilad Lerman
237
4
0
15 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community
Yan Liu
Bin Guo
Nuo Li
Yasan Ding
Zhouyangzi Zhang
Zhiwen Yu
365
5
0
09 Jul 2024
DMSD-CDFSAR: Distillation from Mixed-Source Domain for Cross-Domain
  Few-shot Action Recognition
DMSD-CDFSAR: Distillation from Mixed-Source Domain for Cross-Domain Few-shot Action Recognition
Fei-Yu Guo
YiKang Wang
Han Qi
Li Zhu
Jing Sun
374
6
0
08 Jul 2024
Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot
  Classification
Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot Classification
Jiaying Shi
Xuetong Xue
Shenghui Xu
VLM
269
0
0
08 Jul 2024
An accurate detection is not all you need to combat label noise in
  web-noisy datasets
An accurate detection is not all you need to combat label noise in web-noisy datasets
Paul Albert
Jack Valmadre
Eric Arazo
Tarun Krishna
Noel E. O'Connor
Kevin McGuinness
AAML
248
1
0
08 Jul 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning
Xiaojie Li
Jianlong Wu
Yue Yu
Guohao Li
Ming-Hsuan Yang
Liqiang Nie
M. Zhang
Mamba
492
9
0
08 Jul 2024
CountGD: Multi-Modal Open-World Counting
CountGD: Multi-Modal Open-World Counting
Niki Amini-Naieni
Tengda Han
Andrew Zisserman
ObjD
491
39
0
05 Jul 2024
E2MPL:An Enduring and Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation
E2MPL:An Enduring and Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation
Wanqi Yang
Haoran Wang
Lei Wang
Ge Song
Yang Gao
Yang Gao
396
0
0
04 Jul 2024
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot
  Object Detection
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection
Anay Majee
Ryan Sharp
Rishabh K. Iyer
295
9
0
02 Jul 2024
Hybrid Feature Collaborative Reconstruction Network for Few-Shot
  Fine-Grained Image Classification
Hybrid Feature Collaborative Reconstruction Network for Few-Shot Fine-Grained Image Classification
Shulei Qiu
Wanqi Yang
Ming Yang
266
1
0
02 Jul 2024
Unleash the Power of Local Representations for Few-Shot Classification
Unleash the Power of Local Representations for Few-Shot Classification
Shi Tang
Guiming Luo
Xinchen Ye
Zhiyi Xia
234
1
0
02 Jul 2024
Core Knowledge Learning Framework for Graph Adaptation and Scalability
  Learning
Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning
Bowen Zhang
Zhichao Huang
Genan Dai
Guangning Xu
Xiaomao Fan
Hu Huang
201
0
0
02 Jul 2024
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts
Pasquale De Marinis
Nicola Fanelli
Raffaele Scaringi
Emanuele Colonna
Giuseppe Fiameni
G. Vessio
Giovanna Castellano
MLLMVLM
361
8
0
02 Jul 2024
A Closer Look at Deep Learning Methods on Tabular Datasets
A Closer Look at Deep Learning Methods on Tabular Datasets
Han-Jia Ye
Si-Yang Liu
Hao-Run Cai
Qi-Le Zhou
De-Chuan Zhan
LMTD
302
4
0
01 Jul 2024
The Balanced-Pairwise-Affinities Feature Transform
The Balanced-Pairwise-Affinities Feature Transform
Daniel Shalam
Simon Korman
271
4
0
25 Jun 2024
Coding schemes in neural networks learning classification tasks
Coding schemes in neural networks learning classification tasks
Alexander van Meegen
H. Sompolinsky
245
17
0
24 Jun 2024
Exploring Cross-Domain Few-Shot Classification via Frequency-Aware
  Prompting
Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting
Tiange Zhang
Qing Cai
Feng Gao
Lin Qi
Junyu Dong
294
11
0
24 Jun 2024
F-FOMAML: GNN-Enhanced Meta-Learning for Peak Period Demand Forecasting
  with Proxy Data
F-FOMAML: GNN-Enhanced Meta-Learning for Peak Period Demand Forecasting with Proxy Data
Zexing Xu
Linjun Zhang
Sitan Yang
Rasoul Etesami
Hanghang Tong
Huan Zhang
Jiawei Han
AI4TS
165
5
0
23 Jun 2024
Towards Exact Computation of Inductive Bias
Towards Exact Computation of Inductive Bias
Akhilan Boopathy
William Yue
Jaedong Hwang
Abhiram Iyer
Ila Fiete
292
1
0
22 Jun 2024
Semantic Enhanced Few-shot Object Detection
Semantic Enhanced Few-shot Object DetectionInternational Conference on Information Photonics (ICIP), 2024
Zheng Wang
Yingjie Gao
Qingjie Liu
Yunhong Wang
ObjD
253
4
0
19 Jun 2024
Mining Open Semantics from CLIP: A Relation Transition Perspective for
  Few-Shot Learning
Mining Open Semantics from CLIP: A Relation Transition Perspective for Few-Shot Learning
Cilin Yan
Haochen Wang
Xiaolong Jiang
Feng-Long Xie
Xu Tang
Guoliang Kang
E. Gavves
VLM
246
0
0
17 Jun 2024
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning
Tian Liu
Huixin Zhang
Shubham Parashar
Shu Kong
307
2
0
17 Jun 2024
ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation
ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation
Yong Wu
Yang Wang
Sanqing Qu
Zhijun Li
Guang Chen
280
4
0
13 Jun 2024
Meta-Learning Neural Procedural Biases
Meta-Learning Neural Procedural Biases
Christian Raymond
Qi Chen
Bing Xue
Mengjie Zhan
291
2
0
12 Jun 2024
Noise-Aware Differentially Private Regression via Meta-Learning
Noise-Aware Differentially Private Regression via Meta-Learning
Ossi Raisa
Stratis Markou
Matthew Ashman
W. Bruinsma
Marlon Tobaben
Antti Honkela
Richard Turner
450
1
0
12 Jun 2024
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis
  functions
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions
Alireza Afzal Aghaei
208
86
0
11 Jun 2024
Conformal Prediction for Class-wise Coverage via Augmented Label Rank
  Calibration
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
Yuanjie Shi
Subhankar Ghosh
Taha Belkhouja
J. Doppa
Yan Yan
205
10
0
10 Jun 2024
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