Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1703.03400
Cited By
v1
v2
v3 (latest)
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
9 March 2017
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
50 / 5,503 papers shown
Title
MARS: Meta-Learning as Score Matching in the Function Space
Krunoslav Lehman Pavasovic
Jonas Rothfuss
Andreas Krause
BDL
100
5
0
24 Oct 2022
Federated Learning and Meta Learning: Approaches, Applications, and Directions
Xiaonan Liu
Yansha Deng
Arumugam Nallanathan
M. Bennis
116
38
0
24 Oct 2022
Deep Grey-Box Modeling With Adaptive Data-Driven Models Toward Trustworthy Estimation of Theory-Driven Models
Naoya Takeishi
Alexandros Kalousis
AAML
94
3
0
24 Oct 2022
Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic Disorders
Ömer Sümer
Fabio Hellmann
Alexander Hustinx
Tzung-Chien Hsieh
Elisabeth André
P. Krawitz
CVBM
82
7
0
23 Oct 2022
Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks
Shibo Li
Michael Penwarden
Yiming Xu
Conor Tillinghast
Akil Narayan
Robert M. Kirby
Shandian Zhe
AI4CE
99
4
0
23 Oct 2022
MetaEMS: A Meta Reinforcement Learning-based Control Framework for Building Energy Management System
Huiliang Zhang
Di Wu
Benoit Boulet
78
6
0
23 Oct 2022
Active Learning of Discrete-Time Dynamics for Uncertainty-Aware Model Predictive Control
Alessandro Saviolo
Jonathan Frey
Abhishek Rathod
Moritz Diehl
Giuseppe Loianno
125
27
0
23 Oct 2022
Compressing multidimensional weather and climate data into neural networks
La-mei Huang
Torsten Hoefler
AI4CE
128
34
0
22 Oct 2022
Deep domain adaptation for polyphonic melody extraction
Kavya Ranjan Saxena
Vipul Arora
75
0
0
22 Oct 2022
H-SAUR: Hypothesize, Simulate, Act, Update, and Repeat for Understanding Object Articulations from Interactions
Keita Ota
H. Tung
Kevin A. Smith
A. Cherian
Tim K. Marks
Alan Sullivan
Asako Kanezaki
J. Tenenbaum
65
3
0
22 Oct 2022
MetaASSIST: Robust Dialogue State Tracking with Meta Learning
Fanghua Ye
Xi Wang
Jie Huang
Shenghui Li
Sam Stern
Emine Yilmaz
59
9
0
22 Oct 2022
Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior
Yohan Jung
Jinkyoo Park
BDL
63
0
0
22 Oct 2022
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks
Arijit Sehanobish
Kawshik Kannan
Nabila Abraham
Anasuya Das
Benjamin Odry
VLM
75
0
0
22 Oct 2022
A Task-aware Dual Similarity Network for Fine-grained Few-shot Learning
Yanjun Qi
Han Sun
Ningzhong Liu
Huiyu Zhou
83
9
0
22 Oct 2022
Continual Vision-based Reinforcement Learning with Group Symmetries
Shiqi Liu
Mengdi Xu
Piede Huang
Yongkang Liu
K. Oguchi
Ding Zhao
CLL
VLM
121
13
0
21 Oct 2022
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables
Mengdi Xu
Peide Huang
Yaru Niu
Visak C. V. Kumar
Jielin Qiu
...
Kuan-Hui Lee
Xuewei Qi
Henry Lam
Yue Liu
Ding Zhao
OOD
115
9
0
21 Oct 2022
Low-Resource Multilingual and Zero-Shot Multispeaker TTS
Florian Lux
Julia Koch
Ngoc Thang Vu
107
23
0
21 Oct 2022
Graph Few-shot Learning with Task-specific Structures
Song Wang
Chen Chen
Jundong Li
95
24
0
21 Oct 2022
Query Semantic Reconstruction for Background in Few-Shot Segmentation
Haoyan Guan
Michael W. Spratling
74
3
0
21 Oct 2022
On-Device Model Fine-Tuning with Label Correction in Recommender Systems
Yucheng Ding
Chaoyue Niu
Fan Wu
Shaojie Tang
Chengfei Lyu
Guihai Chen
36
2
0
21 Oct 2022
CobNet: Cross Attention on Object and Background for Few-Shot Segmentation
Haoyan Guan
Michael W. Spratling
65
0
0
21 Oct 2022
m
4
A
d
a
p
t
e
r
m^4Adapter
m
4
A
d
a
pt
er
: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter
Wen Lai
Alexandra Chronopoulou
Alexander Fraser
80
3
0
21 Oct 2022
Boosting Natural Language Generation from Instructions with Meta-Learning
Budhaditya Deb
Guoqing Zheng
Ahmed Hassan Awadallah
72
16
0
20 Oct 2022
Model-based Lifelong Reinforcement Learning with Bayesian Exploration
Haotian Fu
Shangqun Yu
Michael Littman
George Konidaris
BDL
OffRL
91
13
0
20 Oct 2022
Learning Sample Reweighting for Accuracy and Adversarial Robustness
Chester Holtz
Tsui-Wei Weng
Zhengchao Wan
OOD
77
4
0
20 Oct 2022
Hypernetworks in Meta-Reinforcement Learning
Jacob Beck
Matthew Jackson
Risto Vuorio
Shimon Whiteson
OffRL
84
30
0
20 Oct 2022
Visual-Semantic Contrastive Alignment for Few-Shot Image Classification
Mohamed Afham
Ranga Rodrigo
VLM
142
5
0
20 Oct 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking
Tim Baumgärtner
Leonardo F. R. Ribeiro
Nils Reimers
Iryna Gurevych
86
6
0
19 Oct 2022
Learning Transferable Adversarial Robust Representations via Multi-view Consistency
Minseon Kim
Hyeonjeong Ha
Dong Bok Lee
Sung Ju Hwang
69
0
0
19 Oct 2022
LAVA: Label-efficient Visual Learning and Adaptation
Islam Nassar
Munawar Hayat
Ehsan Abbasnejad
Hamid Rezatofighi
Mehrtash Harandi
Gholamreza Haffari
VLM
86
1
0
19 Oct 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning
Hongqiu Wu
Ruixue Ding
Haizhen Zhao
Boli Chen
Pengjun Xie
Fei Huang
Min Zhang
MoMe
97
8
0
19 Oct 2022
Continued Pretraining for Better Zero- and Few-Shot Promptability
Zhaofeng Wu
IV RobertL.Logan
Pete Walsh
Akshita Bhagia
Dirk Groeneveld
Sameer Singh
Iz Beltagy
VLM
106
12
0
19 Oct 2022
Few-Shot Learning of Compact Models via Task-Specific Meta Distillation
Yong Wu
Shekhor Chanda
M. Hosseinzadeh
Zhi Liu
Yang Wang
VLM
105
8
0
18 Oct 2022
Transfer learning with affine model transformation
Shunya Minami
Kenji Fukumizu
Yoshihiro Hayashi
Ryo Yoshida
69
1
0
18 Oct 2022
Simple Emergent Action Representations from Multi-Task Policy Training
Pu Hua
Yubei Chen
Huazhe Xu
MLAU
63
7
0
18 Oct 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition
Jiadong Wang
Chengcheng Han
Chengyu Wang
Chuanqi Tan
Minghui Qiu
Songfang Huang
Jun Huang
Ming Gao
78
23
0
17 Oct 2022
Improving Object-centric Learning with Query Optimization
Baoxiong Jia
Yu Liu
Siyuan Huang
OCL
97
52
0
17 Oct 2022
Meta-Learning via Classifier(-free) Diffusion Guidance
Elvis Nava
Seijin Kobayashi
Yifei Yin
Robert K. Katzschmann
Benjamin Grewe
VLM
73
6
0
17 Oct 2022
You Only Live Once: Single-Life Reinforcement Learning
Annie S. Chen
Archit Sharma
Sergey Levine
Chelsea Finn
OffRL
65
20
0
17 Oct 2022
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
Ruijie Wang
Zheng Li
Dachun Sun
Shengzhong Liu
Jinning Li
Bing Yin
Tarek Abdelzaher
OffRL
83
44
0
16 Oct 2022
Data-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices
Yimeng Zhang
A. Kamath
Qiucheng Wu
Zhiwen Fan
Wuyang Chen
Zhangyang Wang
Shiyu Chang
Sijia Liu
Cong Hao
83
6
0
16 Oct 2022
Prediction Calibration for Generalized Few-shot Semantic Segmentation
Zhihe Lu
Sen He
Da Li
Yi-Zhe Song
Tao Xiang
ViT
71
26
0
15 Oct 2022
RAPS: A Novel Few-Shot Relation Extraction Pipeline with Query-Information Guided Attention and Adaptive Prototype Fusion
Yuzhe Zhang
M. Cen
Tong Wu
Hong Zhang
59
1
0
15 Oct 2022
Meta Transferring for Deblurring
Po-Sheng Liu
Fu-Jen Tsai
Yanbin Peng
Chung-Chi Tsai
Chia-Wen Lin
Yen-Yu Lin
42
2
0
14 Oct 2022
Neural Routing in Meta Learning
Jicang Cai
Saeed Vahidian
Weijia Wang
M. Joneidi
Bill Lin
56
0
0
14 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization
Chaoqi Chen
Luyao Tang
Feng Liu
Gangming Zhao
Yue Huang
Yizhou Yu
105
32
0
14 Oct 2022
Meta-learning Based Short-Term Passenger Flow Prediction for Newly-Operated Urban Rail Transit Stations
Kuo Han
Jinlei Zhang
Chunqi Zhu
Lixing Yang
Xiaoyu Huang
Songsong Li
AI4TS
56
2
0
13 Oct 2022
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets
Anurag Roy
David Johnson Ekka
Saptarshi Ghosh
Abir Das
51
1
0
13 Oct 2022
Multi-Task Meta Learning: learn how to adapt to unseen tasks
Richa Upadhyay
Prakash Chandra Chhipa
Ronald Phlypo
Rajkumar Saini
Marcus Liwicki
75
11
0
13 Oct 2022
Improving the Reliability for Confidence Estimation
Haoxuan Qu
Yanchao Li
Lin Geng Foo
Jason Kuen
Jiuxiang Gu
Jun Liu
UQCV
66
10
0
13 Oct 2022
Previous
1
2
3
...
41
42
43
...
109
110
111
Next