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Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
v1v2v3 (latest)

Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

9 March 2017
Chelsea Finn
Pieter Abbeel
Sergey Levine
    OOD
ArXiv (abs)PDFHTML

Papers citing "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

50 / 5,503 papers shown
Title
Modular Controllers Facilitate the Co-Optimization of Morphology and
  Control in Soft Robots
Modular Controllers Facilitate the Co-Optimization of Morphology and Control in Soft Robots
Alican Mertan
Nick Cheney
76
6
0
12 Jun 2023
Adaptive Multi-Teacher Knowledge Distillation with Meta-Learning
Adaptive Multi-Teacher Knowledge Distillation with Meta-Learning
Hailin Zhang
Defang Chen
Can Wang
78
14
0
11 Jun 2023
Compositional Prototypical Networks for Few-Shot Classification
Compositional Prototypical Networks for Few-Shot Classification
Qiang Lyu
Weiqiang Wang
59
11
0
11 Jun 2023
Contrastive Learning for Predicting Cancer Prognosis Using Gene
  Expression Values
Contrastive Learning for Predicting Cancer Prognosis Using Gene Expression Values
Anchen Sun
Elizabeth J. Franzmann
Zhibin Chen
Xiaodong Cai
39
5
0
09 Jun 2023
Virtual Node Tuning for Few-shot Node Classification
Virtual Node Tuning for Few-shot Node Classification
Zhen Tan
Ruocheng Guo
Kaize Ding
Huan Liu
98
43
0
09 Jun 2023
Time Series Continuous Modeling for Imputation and Forecasting with
  Implicit Neural Representations
Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations
E. L. Naour
Louis Serrano
Léon Migus
Yuan Yin
G. Agoua
Nicolas Baskiotis
Patrick Gallinari
Vincent Guigue
BDLAI4TS
94
13
0
09 Jun 2023
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning
Yingjun Du
Jiayi Shen
Xiantong Zhen
Cees G. M. Snoek
74
1
0
08 Jun 2023
Sample-Level Weighting for Multi-Task Learning with Auxiliary Tasks
Sample-Level Weighting for Multi-Task Learning with Auxiliary Tasks
Emilie Grégoire
M. H. Chaudhary
Sam Verboven
87
2
0
07 Jun 2023
Meta-Learning in Spiking Neural Networks with Reward-Modulated STDP
Meta-Learning in Spiking Neural Networks with Reward-Modulated STDP
Arsham Gholamzadeh Khoee
Alireza Javaheri
Saeed Reza Kheradpisheh
M. Ganjtabesh
OOD
75
6
0
07 Jun 2023
Fast Context Adaptation in Cost-Aware Continual Learning
Fast Context Adaptation in Cost-Aware Continual Learning
Seyyidahmed Lahmer
Federico Mason
Federico Chiariotti
Andrea Zanella
68
1
0
06 Jun 2023
Personalization Disentanglement for Federated Learning: An explainable
  perspective
Personalization Disentanglement for Federated Learning: An explainable perspective
Peng Yan
Guodong Long
FedML
39
5
0
06 Jun 2023
State Regularized Policy Optimization on Data with Dynamics Shift
State Regularized Policy Optimization on Data with Dynamics Shift
Zhenghai Xue
Qingpeng Cai
Shuchang Liu
Dong Zheng
Peng Jiang
Kun Gai
Bo An
OffRL
61
18
0
06 Jun 2023
GSHOT: Few-shot Generative Modeling of Labeled Graphs
GSHOT: Few-shot Generative Modeling of Labeled Graphs
S. Manchanda
Shubham Gupta
Sayan Ranu
Srikanta J. Bedathur
VLM
42
0
0
06 Jun 2023
ColdNAS: Search to Modulate for User Cold-Start Recommendation
ColdNAS: Search to Modulate for User Cold-Start Recommendation
Shiguang Wu
Yaqing Wang
Qinghe Jing
Daxiang Dong
Dejing Dou
Quanming Yao
54
7
0
06 Jun 2023
Decentralized Multi-Level Compositional Optimization Algorithms with
  Level-Independent Convergence Rate
Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate
Hongchang Gao
80
0
0
06 Jun 2023
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin
  Representation
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation
Wanpeng Zhang
Yilin Li
Boyu Yang
Zongqing Lu
CML
77
1
0
05 Jun 2023
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided
  Exploration for Mitigating Scale Shift on Combinatorial Optimization
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization
Jiwoo Son
Minsu Kim
Hyeon-Seob Kim
Jinkyoo Park
105
22
0
05 Jun 2023
A Generalized Alternating Method for Bilevel Learning under the
  Polyak-Łojasiewicz Condition
A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition
Quan-Wu Xiao
Songtao Lu
Tianyi Chen
78
2
0
04 Jun 2023
ContraBAR: Contrastive Bayes-Adaptive Deep RL
ContraBAR: Contrastive Bayes-Adaptive Deep RL
Era Choshen
Aviv Tamar
BDLOffRL
59
9
0
04 Jun 2023
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification
Jintao Rong
Hao Chen
Tianrun Chen
Linlin Ou
Xinyi Yu
Yifan Liu
VLMVPVLM
75
6
0
04 Jun 2023
TART: Improved Few-shot Text Classification Using Task-Adaptive
  Reference Transformation
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation
Shuo Lei
Xuchao Zhang
Jianfeng He
Fanglan Chen
Chang-Tien Lu
VLM
36
16
0
03 Jun 2023
Efficient Multi-Task and Transfer Reinforcement Learning with
  Parameter-Compositional Framework
Efficient Multi-Task and Transfer Reinforcement Learning with Parameter-Compositional Framework
Lingfeng Sun
Haichao Zhang
Wei Xu
Masayoshi Tomizuka
119
9
0
02 Jun 2023
Towards In-context Scene Understanding
Towards In-context Scene Understanding
Ivana Balazevic
David Steiner
Nikhil Parthasarathy
Relja Arandjelović
Olivier J. Hénaff
76
31
0
02 Jun 2023
Federated Multi-Sequence Stochastic Approximation with Local
  Hypergradient Estimation
Federated Multi-Sequence Stochastic Approximation with Local Hypergradient Estimation
Davoud Ataee Tarzanagh
Mingchen Li
Pranay Sharma
Samet Oymak
113
0
0
02 Jun 2023
On Knowledge Editing in Federated Learning: Perspectives, Challenges,
  and Future Directions
On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions
Leijie Wu
Song Guo
Junxiao Wang
Zicong Hong
Jie Zhang
Jingren Zhou
KELM
104
4
0
02 Jun 2023
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement
Long Ma
Dian Jin
Nan An
Jinyuan Liu
Xin-Yue Fan
Risheng Liu
130
52
0
02 Jun 2023
Federated Domain Generalization: A Survey
Federated Domain Generalization: A Survey
Ying Li
Xingwei Wang
Rongfei Zeng
Praveen Kumar Donta
Ilir Murturi
Min Huang
Schahram Dustdar
OODFedMLAI4CE
120
31
0
02 Jun 2023
MetaVL: Transferring In-Context Learning Ability From Language Models to
  Vision-Language Models
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models
Masoud Monajatipoor
Liunian Harold Li
Mozhdeh Rouhsedaghat
Lin F. Yang
Kai-Wei Chang
MLLMLRM
80
14
0
02 Jun 2023
Egocentric Planning for Scalable Embodied Task Achievement
Egocentric Planning for Scalable Embodied Task Achievement
Xiaotian Liu
Héctor Palacios
Christian Muise
LM&Ro
87
4
0
02 Jun 2023
Deep Reinforcement Learning Framework for Thoracic Diseases
  Classification via Prior Knowledge Guidance
Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance
Weizhi Nie
Chen Zhang
Dan Song
Lina Zhao
Yunpeng Bai
Keliang Xie
Anan Liu
79
2
0
02 Jun 2023
Effective Structured Prompting by Meta-Learning and Representative
  Verbalizer
Effective Structured Prompting by Meta-Learning and Representative Verbalizer
Weisen Jiang
Yu Zhang
James T. Kwok
VLMOffRL
94
18
0
01 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds
A Survey of Label-Efficient Deep Learning for 3D Point Clouds
Aoran Xiao
Xiaoqin Zhang
Ling Shao
Shijian Lu
3DPC
109
24
0
31 May 2023
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
Jianan Zhou
Yaoxin Wu
Wen Song
Zhiguang Cao
Jie Zhang
122
52
0
31 May 2023
Offline Meta Reinforcement Learning with In-Distribution Online
  Adaptation
Offline Meta Reinforcement Learning with In-Distribution Online Adaptation
Jianhao Wang
Jin Zhang
Haozhe Jiang
Junyu Zhang
Liwei Wang
Chongjie Zhang
OffRL
85
10
0
31 May 2023
Learning Task-preferred Inference Routes for Gradient De-conflict in Multi-output DNNs
Learning Task-preferred Inference Routes for Gradient De-conflict in Multi-output DNNs
Yi Sun
Xin Xu
Jiaqiang Li
Xiaochang Hu
Yifei Shi
L. Zeng
221
2
0
31 May 2023
SimFBO: Towards Simple, Flexible and Communication-efficient Federated
  Bilevel Learning
SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning
Yifan Yang
Peiyao Xiao
Kaiyi Ji
FedML
90
17
0
30 May 2023
Compression with Bayesian Implicit Neural Representations
Compression with Bayesian Implicit Neural Representations
Zongyu Guo
Gergely Flamich
Jiajun He
Zhibo Chen
José Miguel Hernández-Lobato
117
25
0
30 May 2023
Joint Optimization of Class-Specific Training- and Test-Time Data
  Augmentation in Segmentation
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation
Zeju Li
Konstantinos Kamnitsas
Qi Dou
C. Qin
Ben Glocker
68
6
0
30 May 2023
SENet: A Spectral Filtering Approach to Represent Exemplars for Few-shot
  Learning
SENet: A Spectral Filtering Approach to Represent Exemplars for Few-shot Learning
Tao Zhang
Wu Huang
92
2
0
30 May 2023
Task-Equivariant Graph Few-shot Learning
Task-Equivariant Graph Few-shot Learning
Sungwon Kim
Junseok Lee
Namkyeong Lee
Wonjoon Kim
Seung-Deok Choi
Chanyoung Park
91
6
0
30 May 2023
Epistemic Graph: A Plug-And-Play Module For Hybrid Representation
  Learning
Epistemic Graph: A Plug-And-Play Module For Hybrid Representation Learning
Jin Yuan
Yang Zhang
Yangzhou Du
Zhongchao Shi
Xin Geng
Jianping Fan
Yong Rui
83
0
0
30 May 2023
BiSLS/SPS: Auto-tune Step Sizes for Stable Bi-level Optimization
BiSLS/SPS: Auto-tune Step Sizes for Stable Bi-level Optimization
Chen Fan
Gaspard Choné-Ducasse
Mark Schmidt
Christos Thrampoulidis
83
3
0
30 May 2023
The Rise of AI Language Pathologists: Exploring Two-level Prompt
  Learning for Few-shot Weakly-supervised Whole Slide Image Classification
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
Linhao Qu
X. Luo
Kexue Fu
Manning Wang
Zhijian Song
114
26
0
29 May 2023
propnet: Propagating 2D Annotation to 3D Segmentation for Gastric Tumors
  on CT Scans
propnet: Propagating 2D Annotation to 3D Segmentation for Gastric Tumors on CT Scans
Zi Chen
Jiazheng Li
Jie Zhao
Yiting Liu
Hongfeng Li
Bin Dong
Lei Tang
Li Zhang
77
1
0
29 May 2023
Toward Fine Contact Interactions: Learning to Control Normal Contact
  Force with Limited Information
Toward Fine Contact Interactions: Learning to Control Normal Contact Force with Limited Information
Jinda Cui
Jiawei Xu
David Saldaña
J. Trinkle
39
2
0
29 May 2023
InDL: A New Dataset and Benchmark for In-Diagram Logic Interpretation
  based on Visual Illusion
InDL: A New Dataset and Benchmark for In-Diagram Logic Interpretation based on Visual Illusion
Haobo Yang
Wenyu Wang
Zexin Cao
Zhekai Duan
Xuchen Liu
VLM
49
0
0
28 May 2023
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning
Zixuan Hu
Li Shen
Zhenyi Wang
Baoyuan Wu
Chun Yuan
Dacheng Tao
132
8
0
28 May 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning
Zhenrui Yue
Huimin Zeng
Mengfei Lan
Heng Ji
D. Wang
VLM
70
14
0
27 May 2023
Instance-based Max-margin for Practical Few-shot Recognition
Instance-based Max-margin for Practical Few-shot Recognition
Minghao Fu
Kevin Zhu
Jianxin Wu
84
3
0
27 May 2023
Self-Supervised Reinforcement Learning that Transfers using Random
  Features
Self-Supervised Reinforcement Learning that Transfers using Random Features
Boyuan Chen
Chuning Zhu
Pulkit Agrawal
Kai Zhang
Abhishek Gupta
OffRLSSL
84
9
0
26 May 2023
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