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1707.03141
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A Simple Neural Attentive Meta-Learner
11 July 2017
Nikhil Mishra
Mostafa Rohaninejad
Xi Chen
Pieter Abbeel
OOD
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Papers citing
"A Simple Neural Attentive Meta-Learner"
50 / 131 papers shown
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Transductive One-Shot Learning Meet Subspace Decomposition
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A. Mahyari
Guillermo Francia III
Eman El-Sheikh
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298
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01 Apr 2025
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning
Lanqing Li
Hai Zhang
Xinyu Zhang
Shatong Zhu
Siyue Tao
Junqiao Zhao
Pheng-Ann Heng
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473
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0
04 Feb 2024
Adaptive Growth: Real-time CNN Layer Expansion
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Yunhao Chen
196
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Learning More Discriminative Local Descriptors for Few-shot Learning
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Siyun Zhou
Liwei Xu
138
2
0
15 May 2023
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning
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Nicklas Hansen
Zirui Wang
Yung-Chieh Chan
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Zhuowen Tu
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261
18
0
19 Oct 2022
Neural Routing in Meta Learning
Jicang Cai
Saeed Vahidian
Weijia Wang
M. Joneidi
Bill Lin
134
0
0
14 Oct 2022
Hybrid Multimodal Feature Extraction, Mining and Fusion for Sentiment Analysis
Jia Li
Ziyang Zhang
Jun Lang
Yueqi Jiang
Liuwei An
...
Sheng Gao
Jie Lin
Chunxiao Fan
Xiao Sun
Meng Wang
181
35
0
05 Aug 2022
Self-Adaptive Label Augmentation for Semi-supervised Few-shot Classification
Xueliang Wang
Jianyu Cai
Shuiwang Ji
Houqiang Li
Feng Wu
Jie Wang
111
0
0
16 Jun 2022
Improved Meta Learning for Low Resource Speech Recognition
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Satwinder Singh
Ruili Wang
Feng Hou
245
26
0
11 May 2022
Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning
Social Science Research Network (SSRN), 2022
Peyman Bateni
Jarred Barber
Raghav Goyal
Vaden Masrani
Jan-Willem van de Meent
Leonid Sigal
Frank Wood
BDL
VLM
215
10
0
13 Jan 2022
Accelerating Gradient-based Meta Learner
Varad Pimpalkhute
Amey Pandit
Mayank Mishra
Rekha Singhal
89
1
0
27 Oct 2021
LEADS: Learning Dynamical Systems that Generalize Across Environments
Neural Information Processing Systems (NeurIPS), 2021
Yuan Yin
Ibrahim Ayed
Emmanuel de Bézenac
Nicolas Baskiotis
Patrick Gallinari
OOD
221
43
0
08 Jun 2021
Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning
AAAI Conference on Artificial Intelligence (AAAI), 2021
Zhiqiang Shen
Zechun Liu
Jie Qin
Marios Savvides
Kwang-Ting Cheng
CLL
240
190
0
08 Feb 2021
Towards Continual Reinforcement Learning: A Review and Perspectives
Journal of Artificial Intelligence Research (JAIR), 2020
Khimya Khetarpal
Matthew D Riemer
Irina Rish
Doina Precup
CLL
OffRL
559
381
0
25 Dec 2020
Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication
ACM Interational Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2020
Sen Lin
M. Dedeoglu
Junshan Zhang
FedML
211
6
0
15 Dec 2020
Iterative label cleaning for transductive and semi-supervised few-shot learning
IEEE International Conference on Computer Vision (ICCV), 2020
Michalis Lazarou
Tania Stathaki
Yannis Avrithis
435
74
0
14 Dec 2020
Variable-Shot Adaptation for Online Meta-Learning
Tianhe Yu
Xinyang Geng
Chelsea Finn
Sergey Levine
CLL
OffRL
148
4
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14 Dec 2020
ReMP: Rectified Metric Propagation for Few-Shot Learning
Yang Zhao
Chunyuan Li
Ping Yu
Changyou Chen
270
7
0
02 Dec 2020
Multi-scale Adaptive Task Attention Network for Few-Shot Learning
International Conference on Pattern Recognition (ICPR), 2020
Haoxing Chen
Huaxiong Li
Yaohui Li
Chunlin Chen
212
32
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30 Nov 2020
Parrot: Data-Driven Behavioral Priors for Reinforcement Learning
International Conference on Learning Representations (ICLR), 2020
Avi Singh
Huihan Liu
G. Zhou
Albert Yu
Nicholas Rhinehart
Sergey Levine
OffRL
OnRL
258
159
0
19 Nov 2020
Testing the Genomic Bottleneck Hypothesis in Hebbian Meta-Learning
Rasmus Berg Palm
Elias Najarro
S. Risi
202
3
0
13 Nov 2020
FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography
IEEE transactions on neural systems and rehabilitation engineering (TNSRE), 2020
E. Rahimian
Soheil Zabihi
A. Asif
Dario Farina
S. F. Atashzar
Arash Mohammadi
134
110
0
11 Nov 2020
A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning
International Conference on Machine Learning (ICML), 2020
Dong-Ki Kim
Miao Liu
Matthew D Riemer
Chuangchuang Sun
Marwa Abdulhai
Golnaz Habibi
Sebastian Lopez-Cot
Gerald Tesauro
Jonathan P. How
537
65
0
31 Oct 2020
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction
International Conference on Computational Linguistics (COLING), 2020
Haiyang Yu
Ningyu Zhang
Shumin Deng
Hongbin Ye
Wei Zhang
Huajun Chen
164
52
0
30 Oct 2020
MELD: Meta-Reinforcement Learning from Images via Latent State Models
Conference on Robot Learning (CoRL), 2020
Tony Zhao
Anusha Nagabandi
Kate Rakelly
Chelsea Finn
Sergey Levine
OffRL
260
36
0
26 Oct 2020
FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization
Lanqing Li
Rui Yang
Dijun Luo
OffRL
329
8
0
02 Oct 2020
Meta-Consolidation for Continual Learning
Neural Information Processing Systems (NeurIPS), 2020
K. J. Joseph
V. Balasubramanian
CLL
186
60
0
01 Oct 2020
Few-shot Learning with LSSVM Base Learner and Transductive Modules
Haoqing Wang
Zhihong Deng
140
3
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12 Sep 2020
Region Comparison Network for Interpretable Few-shot Image Classification
Z. Xue
Lixin Duan
Wen Li
Lin Chen
Jiebo Luo
164
17
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08 Sep 2020
Sparse Meta Networks for Sequential Adaptation and its Application to Adaptive Language Modelling
Tsendsuren Munkhdalai
CLL
OffRL
211
5
0
03 Sep 2020
Yet Meta Learning Can Adapt Fast, It Can Also Break Easily
SDM (SDM), 2020
Han Xu
Yaxin Li
Xiaorui Liu
Hui Liu
Shucheng Zhou
AAML
253
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0
02 Sep 2020
Improved Bilevel Model: Fast and Optimal Algorithm with Theoretical Guarantee
Junyi Li
Bin Gu
Heng-Chiao Huang
172
42
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01 Sep 2020
Offline Meta-Reinforcement Learning with Advantage Weighting
E. Mitchell
Rafael Rafailov
Xue Bin Peng
Sergey Levine
Chelsea Finn
OffRL
366
117
0
13 Aug 2020
Few-shot Classification via Adaptive Attention
Zihang Jiang
Bingyi Kang
Kuangqi Zhou
Jiashi Feng
214
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06 Aug 2020
Learning from Few Samples: A Survey
Nihar Bendre
Hugo Terashima-Marín
Peyman Najafirad
VLM
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245
60
0
30 Jul 2020
How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Yikai Wang
Li Zhang
Xingtai Lv
Yanwei Fu
330
54
0
15 Jul 2020
Gradient-EM Bayesian Meta-learning
Yayi Zou
Xiaoqi Lu
BDL
216
16
0
21 Jun 2020
Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models
Siavash Khodadadeh
Sharare Zehtabian
Saeed Vahidian
Weijia Wang
Bill Lin
Ladislau Bölöni
154
39
0
18 Jun 2020
Enhancing Few-Shot Image Classification with Unlabelled Examples
Peyman Bateni
Jarred Barber
Jan-Willem van de Meent
Frank Wood
VLM
SSL
613
61
0
17 Jun 2020
Learning-to-Learn Personalised Human Activity Recognition Models
A. Wijekoon
Nirmalie Wiratunga
HAI
111
5
0
12 Jun 2020
A Brief Look at Generalization in Visual Meta-Reinforcement Learning
Safa Alver
Doina Precup
OffRL
204
8
0
12 Jun 2020
Meta-Reinforcement Learning Robust to Distributional Shift via Model Identification and Experience Relabeling
Russell Mendonca
Xinyang Geng
Chelsea Finn
Sergey Levine
OOD
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273
40
0
12 Jun 2020
Compositional Few-Shot Recognition with Primitive Discovery and Enhancing
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Shanghang Zhang
Ke Chen
Yonghong Tian
Yaowei Wang
J. M. F. Moura
180
32
0
12 May 2020
Dynamic Memory Induction Networks for Few-Shot Text Classification
Ruiying Geng
Binhua Li
Yongbin Li
Jian Sun
Xiao-Dan Zhu
128
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12 May 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples
Jason Krone
Yi Zhang
Mona T. Diab
VLM
202
50
0
22 Apr 2020
TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition
Rami Ben-Ari
Mor Shpigel
Ophir Azulai
Udi Barzelay
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ViT
214
27
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Dynamic Knowledge Graph-based Dialogue Generation with Improved Adversarial Meta-Learning
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J. Bao
Gaojie Zhang
188
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19 Apr 2020
Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning
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J. Bao
Junqing Wang
148
9
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19 Apr 2020
Meta-Meta Classification for One-Shot Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Arkabandhu Chowdhury
Dipak Chaudhari
Swarat Chaudhuri
C. Jermaine
173
5
0
17 Apr 2020
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