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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
Instance Data Condensation for Image Super-Resolution
Instance Data Condensation for Image Super-Resolution
Tianhao Peng
Ho Man Kwan
Yuxuan Jiang
Ge Gao
Fan Zhang
Xiaozhong Xu
Shan Liu
David Bull
DD
59
1
0
27 May 2025
Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms
Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms
Yuanzhe Peng
Jieming Bian
Lei Wang
Yin Huang
Jie Xu
20
0
0
27 May 2025
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
Piyush Tiwary
Kinjawl Bhattacharyya
Prathosh A.P.
MedIm
64
0
0
26 May 2025
APE: Selective Fine-tuning with Acceptance Criteria for Language Model Adaptation
APE: Selective Fine-tuning with Acceptance Criteria for Language Model Adaptation
Javier Marín
57
0
0
26 May 2025
DreamPRM: Domain-Reweighted Process Reward Model for Multimodal Reasoning
DreamPRM: Domain-Reweighted Process Reward Model for Multimodal Reasoning
Qi Cao
Ruiyi Wang
Ruiyi Zhang
Sai Ashish Somayajula
P. Xie
LRM
98
0
0
26 May 2025
MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning
MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning
Wenhao Gu
Li Gu
Ching Yee Suen
Yang Wang
36
0
0
26 May 2025
Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective
Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective
Junnan Liu
Hongwei Liu
Linchen Xiao
Shudong Liu
Taolin Zhang
Zihan Ma
Songyang Zhang
Kai Chen
LRM
123
0
0
26 May 2025
Optimization-Inspired Few-Shot Adaptation for Large Language Models
Optimization-Inspired Few-Shot Adaptation for Large Language Models
Boyan Gao
Xin Wang
Yibo Yang
David A. Clifton
59
0
0
25 May 2025
CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs
CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs
Yiqing Zhang
Xiaozhong Liu
Fabricio Murai
39
0
0
24 May 2025
Evolving Machine Learning: A Survey
Ignacio Cabrera Martin
Subhaditya Mukherjee
Almas Baimagambetov
Joaquin Vanschoren
Nikolaos Polatidis
VLM
261
0
0
23 May 2025
DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization
DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization
Hongshu Guo
Zeyuan Ma
Yining Ma
Xinglin Zhang
Wei-Neng Chen
Yue-Jiao Gong
206
0
0
23 May 2025
Finetuning-Activated Backdoors in LLMs
Finetuning-Activated Backdoors in LLMs
Thibaud Gloaguen
Mark Vero
Robin Staab
Martin Vechev
AAML
202
0
0
22 May 2025
MetaSTH-Sleep: Towards Effective Few-Shot Sleep Stage Classification with Spatial-Temporal Hypergraph Enhanced Meta-Learning
MetaSTH-Sleep: Towards Effective Few-Shot Sleep Stage Classification with Spatial-Temporal Hypergraph Enhanced Meta-Learning
Jingyu Li
Tiehua Zhang
Jinze Wang
Yi Zhang
Yuhuan Li
Yifan Zhao
Zhishu Shen
Jiannan Liu
90
0
0
22 May 2025
Meta-reinforcement learning with minimum attention
Meta-reinforcement learning with minimum attention
Pilhwa Lee
Shashank Gupta
OffRL
125
0
0
22 May 2025
Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning
Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning
Liang-Yeh Shen
Shi-Xin Fang
Yi-Cheng Lin
Huang-Cheng Chou
Hung-yi Lee
41
0
0
22 May 2025
Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution Shifts
Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution Shifts
Debarshi Brahma
Anuska Roy
Soma Biswas
VLM
214
1
0
21 May 2025
Transfer of Structural Knowledge from Synthetic Languages
Transfer of Structural Knowledge from Synthetic Languages
Mikhail Budnikov
Ivan Yamshchikov
68
0
0
21 May 2025
Mitigating Spurious Correlations with Causal Logit Perturbation
Mitigating Spurious Correlations with Causal Logit Perturbation
Xiaoling Zhou
Wei Ye
Rui Xie
Shikun Zhang
CML
94
0
0
21 May 2025
World Models as Reference Trajectories for Rapid Motor Adaptation
World Models as Reference Trajectories for Rapid Motor Adaptation
Carlos Stein Brito
Daniel McNamee
48
0
0
21 May 2025
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
Muquan Yu
Mu Nan
Hossein Adeli
Jacob S. Prince
John A. Pyles
Leila Wehbe
Margaret M. Henderson
Michael J. Tarr
Andrew F. Luo
MedImViT
88
0
0
21 May 2025
Intra-class Patch Swap for Self-Distillation
Intra-class Patch Swap for Self-Distillation
Hongjun Choi
Eun Som Jeon
Ankita Shukla
Pavan Turaga
66
0
0
20 May 2025
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation
Bin-Bin Gao
Xiaochen Chen
Z. Huang
Congchong Nie
Jun Liu
Jinxiang Lai
Guannan Jiang
Xi-Zhao Wang
Chengjie Wang
198
29
0
20 May 2025
A MIND for Reasoning: Meta-learning for In-context Deduction
A MIND for Reasoning: Meta-learning for In-context Deduction
Leonardo Bertolazzi
Manuel Vargas Guzmán
Raffaella Bernardi
Maciej Malicki
Jakub Szymanik
ReLMLRM
50
0
0
20 May 2025
Runtime Safety through Adaptive Shielding: From Hidden Parameter Inference to Provable Guarantees
Runtime Safety through Adaptive Shielding: From Hidden Parameter Inference to Provable Guarantees
Minjae Kwon
Tyler Ingebrand
Ufuk Topcu
Lu Feng
15
0
0
20 May 2025
Integration of TinyML and LargeML: A Survey of 6G and Beyond
Integration of TinyML and LargeML: A Survey of 6G and Beyond
Thai-Hoc Vu
Ngo Hoang Tu
Thien Huynh-The
Kyungchun Lee
Sunghwan Kim
Miroslav Voznak
Quoc-Viet Pham
71
0
0
20 May 2025
Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings
Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings
Safal Shrestha
Minwu Kim
Aadim Nepal
Anubhav Shrestha
Keith Ross
OffRLReLMLRM
79
0
0
19 May 2025
Counter-Inferential Behavior in Natural and Artificial Cognitive Systems
Counter-Inferential Behavior in Natural and Artificial Cognitive Systems
Serge Dolgikh
69
0
0
19 May 2025
CLIP-aware Domain-Adaptive Super-Resolution
CLIP-aware Domain-Adaptive Super-Resolution
Zhengyang Lu
Qian Xia
Weifan Wang
Feng Wang
SupR
77
0
0
18 May 2025
NeuroGen: Neural Network Parameter Generation via Large Language Models
NeuroGen: Neural Network Parameter Generation via Large Language Models
Jiaqi Wang
Yusen Zhang
Xi Li
111
0
0
18 May 2025
Unsupervised Invariant Risk Minimization
Unsupervised Invariant Risk Minimization
Yotam Norman
Ron Meir
OOD
90
0
0
18 May 2025
ProMi: An Efficient Prototype-Mixture Baseline for Few-Shot Segmentation with Bounding-Box Annotations
ProMi: An Efficient Prototype-Mixture Baseline for Few-Shot Segmentation with Bounding-Box Annotations
Florent Chiaroni
Ali Ayub
Ola Ahmad
69
0
0
18 May 2025
Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification
Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification
Wenchen Chen
Yanmei Zhang
Zhongwei Xiao
Jianping Chu
Xingbo Wang
102
0
0
18 May 2025
Dynamic Perturbed Adaptive Method for Infinite Task-Conflicting Time Series
Dynamic Perturbed Adaptive Method for Infinite Task-Conflicting Time Series
Jiang You
Xiaozhen Wang
Arben Cela
AI4TS
80
0
0
17 May 2025
AdaptMol: Adaptive Fusion from Sequence String to Topological Structure for Few-shot Drug Discovery
AdaptMol: Adaptive Fusion from Sequence String to Topological Structure for Few-shot Drug Discovery
Yifan Dai
Xuanbai Ren
Tengfei Ma
Qipeng Yan
Yiping Liu
Yuansheng Liu
Xiangxiang Zeng
163
0
0
17 May 2025
Ready2Unlearn: A Learning-Time Approach for Preparing Models with Future Unlearning Readiness
Ready2Unlearn: A Learning-Time Approach for Preparing Models with Future Unlearning Readiness
Hanyu Duan
Yi Yang
Ahmed Abbasi
Kar Yan Tam
MUOnRL
103
0
0
16 May 2025
Meta-World+: An Improved, Standardized, RL Benchmark
Meta-World+: An Improved, Standardized, RL Benchmark
Reginald McLean
Evangelos Chatzaroulas
Luc McCutcheon
Frank Röder
Tianhe Yu
...
Ryan Julian
Jordan Terry
Isaac Woungang
Nariman Farsad
Pablo Samuel Castro
OffRL
79
1
0
16 May 2025
Generalizable Vision-Language Few-Shot Adaptation with Predictive Prompts and Negative Learning
Generalizable Vision-Language Few-Shot Adaptation with Predictive Prompts and Negative Learning
Sriram Mandalika
VLM
63
0
0
16 May 2025
Meta-learning Slice-to-Volume Reconstruction in Fetal Brain MRI using Implicit Neural Representations
Meta-learning Slice-to-Volume Reconstruction in Fetal Brain MRI using Implicit Neural Representations
Maik Dannecker
Thomas Sanchez
Meritxell Bach Cuadra
Özgün Turgut
Anthony N. Price
Lucilio Cordero-Grande
V. Kyriakopoulou
Joseph V. Hajnal
Daniel Rueckert
54
0
0
14 May 2025
Few-Shot Learning of Visual Compositional Concepts through Probabilistic Schema Induction
Few-Shot Learning of Visual Compositional Concepts through Probabilistic Schema Induction
Andrew Jun Lee
Taylor Webb
Trevor Bihl
K. Holyoak
Hongjing Lu
OCL
63
0
0
14 May 2025
System Prompt Optimization with Meta-Learning
System Prompt Optimization with Meta-Learning
Yumin Choi
Jinheon Baek
Sung Ju Hwang
LLMAG
111
0
0
14 May 2025
Few-shot Novel Category Discovery
Few-shot Novel Category Discovery
Chunming Li
Shidong Wang
Haofeng Zhang
62
0
0
13 May 2025
Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning
Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning
Xinyue Wang
Zhen Zhang
OffRLCML
68
0
0
13 May 2025
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
Qi Xu
J. Zhu
D. Zhou
Hao Chen
Yang Liu
Jiangrong Shen
Qiang Zhang
106
0
0
12 May 2025
Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review
Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review
Chengmin Zhou
Ville Kyrki
Pasi Fränti
Laura Ruotsalainen
BDLAI4CE
121
0
0
12 May 2025
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains
Ibne Farabi Shihab
Sanjeda Akter
Anuj Sharma
BDL
36
1
0
12 May 2025
Hand-Shadow Poser
Hand-Shadow Poser
Hao Xu
Yinqiao Wang
Niloy J. Mitra
Shuaicheng Liu
Pheng-Ann Heng
Chi-Wing Fu
3DH
95
0
0
11 May 2025
Topology Guidance: Controlling the Outputs of Generative Models via Vector Field Topology
Topology Guidance: Controlling the Outputs of Generative Models via Vector Field Topology
Xiaohan Wang
Matthew Berger
DiffM
52
0
0
11 May 2025
Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models
Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models
Thamiris Coelho
Leo S. F. Ribeiro
João Macedo
J. A. dos Santos
Sandra Avila
71
1
0
10 May 2025
Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition
Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition
Congqi Cao
Peiheng Han
Y. Zhang
Yating Yu
Qinyi Lv
Lingtong Min
Yanning Zhang
VLM
133
0
0
09 May 2025
Prompted Meta-Learning for Few-shot Knowledge Graph Completion
Prompted Meta-Learning for Few-shot Knowledge Graph Completion
Han Wu
Jie Yin
VLM
418
0
0
08 May 2025
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