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

9 March 2017

Pieter Abbeel

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

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Title
D $^2$ ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition Wenjie Pei Qizhong Tan Guangming Lu Jiandong Tian Jun Yu 135 3 0 01 Jul 2025
Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization Barış Batuhan Topal Umut Özyurt Zafer Doğan Budak Ramazan Gokberk Cinbis 107 0 0 01 Jul 2025
CPT: Competence-progressive Training Strategy for Few-shot Node Classification Qilong Yan Yufeng Zhang Jinghao Zhang Jingpu Duan Jian Yin 196 0 0 01 Jul 2025
Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement Yunhan Ren Feng Luo Siyu Huang 19 0 0 20 Jun 2025
Self-supervised Feature Extraction for Enhanced Ball Detection on Soccer Robots Can Lin Daniele Affinita Marco E. P. Zimmatore Daniele Nardi D. Bloisi Vincenzo Suriani 10 0 0 20 Jun 2025
Reliable Few-shot Learning under Dual Noises Ji Zhang Jingkuan Song Lianli Gao N. Sebe Heng Tao Shen NoLa 27 0 0 19 Jun 2025
Align the GAP: Prior-based Unified Multi-Task Remote Physiological Measurement Framework For Domain Generalization and Personalization Jiyao Wang Xiao Yang Hao Lu Dengbo He Kaishun Wu 17 0 0 19 Jun 2025
In-Context Learning for Gradient-Free Receiver Adaptation: Principles, Applications, and Theory Matteo Zecchin Tomer Raviv D. Kalathil Krishna R. Narayanan Nir Shlezinger Osvaldo Simeone 17 0 0 18 Jun 2025
Efficient Retail Video Annotation: A Robust Key Frame Generation Approach for Product and Customer Interaction Analysis Varun Mannam Zhenyu Shi 17 0 0 17 Jun 2025
Scaling Algorithm Distillation for Continuous Control with Mamba Samuel Beaussant Mehdi Mounsif 25 0 0 16 Jun 2025
Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring X. Tu Haocheng Zhang Tao Chengxu Zuyi Chen AI4TS 29 0 0 16 Jun 2025
Robust LLM Unlearning with MUDMAN: Meta-Unlearning with Disruption Masking And Normalization Filip Sondej Yushi Yang Mikołaj Kniejski Marcel Windys MU 52 0 0 14 Jun 2025
Advances in LLMs with Focus on Reasoning, Adaptability, Efficiency and Ethics Asifullah Khan Muhammad Zaeem Khan Saleha Jamshed Sadia Ahmad Aleesha Zainab Kaynat Khatib Faria Bibi Abdul Rehman OffRL LRM 23 0 0 14 Jun 2025
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation Yicheng Xiao Lin Song Rui Yang Cheng Cheng Yixiao Ge Xiu Li Y. Shan OffRL 24 0 0 13 Jun 2025
Self-Adapting Language Models Adam Zweiger Jyothish Pari Han Guo Ekin Akyürek Yoon Kim Pulkit Agrawal KELM LRM 127 0 0 12 Jun 2025
Detecting Sockpuppetry on Wikipedia Using Meta-Learning Luc Raszewski Christine De Kock 113 0 0 12 Jun 2025
MOORL: A Framework for Integrating Offline-Online Reinforcement Learning Gaurav Chaudhary Wassim Uddin Mondal Laxmidhar Behera OffRL 102 0 0 11 Jun 2025
Test-Time Adaptation for Generalizable Task Progress Estimation Christos Ziakas Alessandra Russo TTA 60 0 0 11 Jun 2025
A Survey of Link Prediction in N-ary Knowledge Graphs Jiyao Wei Saiping Guan Da Li Xiaolong Jin Jiafeng Guo Xueqi Cheng LRM 22 0 0 10 Jun 2025
On the Stability of the Jacobian Matrix in Deep Neural Networks Benjamin Dadoun Soufiane Hayou Hanan Salam M. Seddik Pierre Youssef ODL 27 0 0 10 Jun 2025
Hyperbolic Dual Feature Augmentation for Open-Environment Peilin Yu Yuwei Wu Zhi Gao Xiaomeng Fan Shuo Yang Yunde Jia 46 0 0 10 Jun 2025
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Ran Ma Yixiong Zou Guangyao Chen Yuhua Li Ruixuan Li 15 0 0 09 Jun 2025
AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance? Nada Aboudeshish D. Ignatov Radu Timofte 54 3 0 08 Jun 2025
CARoL: Context-aware Adaptation for Robot Learning Zechen Hu Tong Xu Xuesu Xiao Xuan Wang 25 0 0 08 Jun 2025
UdonCare: Hierarchy Pruning for Unseen Domain Discovery in Predictive Healthcare Pengfei Hu Xiaoxue Han Fei Wang Yue Ning OOD 15 0 0 08 Jun 2025
Learning What Matters Now: A Dual-Critic Context-Aware RL Framework for Priority-Driven Information Gain Dimitris Panagopoulos Adolfo Perrusquía Weisi Guo 18 0 0 07 Jun 2025
Can In-Context Reinforcement Learning Recover From Reward Poisoning Attacks? Paulius Sasnauskas Yiğit Yalın Goran Radanović 15 0 0 07 Jun 2025
Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering Akash Gupta Amos Storkey Mirella Lapata VLM 43 0 0 07 Jun 2025
UniRes: Universal Image Restoration for Complex Degradations Mo Zhou Keren Ye M. Delbracio P. Milanfar Vishal M. Patel Hossein Talebi 33 0 0 05 Jun 2025
Collaborative Learning in Agentic Systems: A Collective AI is Greater Than the Sum of Its Parts Saptarshi Nath Christos Peridis Eseoghene Benjamin Xinran Liu Soheil Kolouri Peter Kinnell Zexin Li Cong Liu Shirin Dora Andrea Soltoggio 30 0 0 05 Jun 2025
Unsupervised Meta-Testing with Conditional Neural Processes for Hybrid Meta-Reinforcement Learning S. E. Ada Emre Ugur BDL 59 1 0 04 Jun 2025
The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Jack Bell Luigi Quarantiello Eric Nuertey Coleman Lanpei Li Malio Li Mauro Madeddu Elia Piccoli Vincenzo Lomonaco KELM 34 0 0 03 Jun 2025
Beyond Invisibility: Learning Robust Visible Watermarks for Stronger Copyright Protection Tianci Liu Tong Yang Quan Zhang Qi Lei WIGM AAML 49 0 0 03 Jun 2025
Can Vision Transformers with ResNet's Global Features Fairly Authenticate Demographic Faces? Abu Sufian Marco Leo Cosimo Distante Anirudha Ghosh Debaditya Barman ViT 29 0 0 03 Jun 2025
TSRating: Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment Shunyu Wu Dan Li Haozheng Ye Zhuomin Chen Jiahui Zhou Jian Lou Zibin Zheng See-Kiong Ng AI4TS 47 0 0 02 Jun 2025
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning Changsheng Wang Yihua Zhang Jinghan Jia Parikshit Ram Dennis L. Wei Yuguang Yao Soumyadeep Pal Nathalie Baracaldo Sijia Liu MU 67 0 0 02 Jun 2025
3D Skeleton-Based Action Recognition: A Review Mengyuan Liu Hong Liu Qianshuo Hu Bin Ren Junsong Yuan Jiaying Lin Jiajun Wen 62 0 0 01 Jun 2025
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction Hao Li Hao Wan Yuzhou Chen Dongsheng Ye Yulia R. Gel Hao Jiang AI4CE 27 0 0 31 May 2025
A New Spatiotemporal Correlation Anomaly Detection Method that Integrates Contrastive Learning and Few-Shot Learning in Wireless Sensor Networks Miao Ye Suxiao Wang Jiaguang Han Yong Wang Xiaoli Wang Jingxuan Wei Peng Wen Jing Cui 23 0 0 31 May 2025
A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning for Any Atlas and Disorder Xinxu Wei K. Zhao Yong Jiao Lifang He Yu Zhang AI4CE 22 0 0 31 May 2025
REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable Rewards Zafir Stojanovski Oliver Stanley Joe Sharratt Richard Jones Abdulhakeem Adefioye Jean Kaddour Andreas Kopf OffRL LRM 59 1 0 30 May 2025
Chameleon: A MatMul-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data Douwe den Blanken Charlotte Frenkel 30 0 0 30 May 2025
Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer Yilun Kong Guozheng Ma Qi Zhao Haoyu Wang Li Shen Xueqian Wang Dacheng Tao MoE OffRL 31 1 0 30 May 2025
Lightweight Relational Embedding in Task-Interpolated Few-Shot Networks for Enhanced Gastrointestinal Disease Classification Xinliu Zhong Leo Hwa Liang Angela S. Koh Yeo Si Yong 118 0 0 30 May 2025
Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners Michal Nauman Marek Cygan Carmelo Sferrazza Aviral Kumar Pieter Abbeel OffRL 96 0 0 29 May 2025
Dynamic Spectral Backpropagation for Efficient Neural Network Training Mannmohan Muthuraman 120 0 0 29 May 2025
Hybrid Cross-domain Robust Reinforcement Learning Linh Le Pham Van Minh Hoang Nguyen Hung Le H. Tran Sunil R. Gupta OffRL 44 0 0 29 May 2025
Position: The Future of Bayesian Prediction Is Prior-Fitted Samuel G. Müller Arik Reuter Noah Hollmann David Rügamer Frank Hutter 30 0 0 29 May 2025
Frequency-Adaptive Discrete Cosine-ViT-ResNet Architecture for Sparse-Data Vision Ziyue Kang Weichuan Zhang 20 0 0 28 May 2025
Concentrate on Weakness: Mining Hard Prototypes for Few-Shot Medical Image Segmentation Jianchao Jiang Haofeng Zhang 62 0 0 28 May 2025