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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
Prompted Meta-Learning for Few-shot Knowledge Graph Completion Han Wu Jie Yin VLM 418 0 0 08 May 2025
Federated Learning for Cyber Physical Systems: A Comprehensive Survey Minh K. Quan P. Pathirana M. Wijayasundara S. Setunge Dinh C. Nguyen Christopher G. Brinton David J. Love H. Vincent Poor AI4CE 110 0 0 08 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 156 0 0 07 May 2025
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation Gabriele Rosi Fabio Cermelli VLM 171 0 0 06 May 2025
MISE: Meta-knowledge Inheritance for Social Media-Based Stressor Estimation Xin Wang Ling Feng Huijun Zhang Lei Cao Kaisheng Zeng Qi Li Yang Ding Yi Dai David A. Clifton 114 0 0 03 May 2025
Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning Yifan Liu Ruichen Yao Y. Liu Ruohan Zong Zehan Li Yang Zhang Dong Wang CVBM 89 0 0 03 May 2025
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments Anushiya Arunan Yan Qin Xiaoli Li Yuen Chau AI4TS 174 0 0 03 May 2025
Voice Cloning: Comprehensive Survey Hussam Azzuni Abdulmotaleb El Saddik VLM 112 0 0 01 May 2025
Scalable Meta-Learning via Mixed-Mode Differentiation Iurii Kemaev Dan A. Calian Luisa M. Zintgraf Gregory Farquhar H. V. Hasselt 110 1 0 01 May 2025
CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series Tian-Shing Lan Yifei Gao Yimeng Lu Chen Zhang 102 0 0 01 May 2025
A Survey of Robotic Navigation and Manipulation with Physics Simulators in the Era of Embodied AI Lik Hang Kenny Wong Xueyang Kang Kaixin Bai Jianwei Zhang 151 0 0 01 May 2025
Subject Information Extraction for Novelty Detection with Domain Shifts Yangyang Qu Dazhi Fu Jicong Fan OOD 102 0 0 30 Apr 2025
A Generalized Meta Federated Learning Framework with Theoretical Convergence Guarantees Mohammad Vahid Jamali Hamid Saber J. Bae FedML 55 0 0 30 Apr 2025
Legilimens: Performant Video Analytics on the System-on-Chip Edge M. Ramanujam Yinwei Dai Kyle Jamieson Ravi Netravali 135 0 0 29 Apr 2025
Partitioned Memory Storage Inspired Few-Shot Class-Incremental learning Renye Zhang Yimin Yin Jinghua Zhang CLL 94 0 0 29 Apr 2025
Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving Junxuan Zhang Flood Sung Zhiyong Yang Yang Gao Chongjie Zhang LLMAG 132 0 0 28 Apr 2025
DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction Rudy Morel Jiequn Han Edouard Oyallon AI4CE 94 1 0 28 Apr 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Guanglin Niu Bo Li Yangguang Lin LRM 52 0 0 27 Apr 2025
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments Yun Qu Wenjie Wang Yixiu Mao Yiqin Lv Xiangyang Ji TTA 170 0 0 27 Apr 2025
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval Hang Yu Jiahao Wen Zhedong Zheng 94 1 0 26 Apr 2025
Active Few-Shot Learning for Vertex Classification Starting from an Unlabeled Dataset Felix Burr Marcel Hoffmann A. Scherp SSL 409 0 0 25 Apr 2025
Semantic-Aware Contrastive Fine-Tuning: Boosting Multimodal Malware Classification with Discriminative Embeddings Ivan Montoya Sanchez Shaswata Mitra Aritran Piplai Sudip Mittal 109 0 0 25 Apr 2025
Meta-Learning Online Dynamics Model Adaptation in Off-Road Autonomous Driving Jacob Levy Jason Gibson Bogdan I. Vlahov Erica Tevere Evangelos A. Theodorou David Fridovich-Keil Patrick Spieler 77 0 0 23 Apr 2025
Fast Online Adaptive Neural MPC via Meta-Learning Yu Mei Xinyu Zhou Shuyang Yu Vaibhav Srivastava Xiaobo Tan 112 0 0 23 Apr 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing Hariseetharam Gunduboina Muhammad Haris Khan Biplab Banerjee VLM 94 0 0 23 Apr 2025
Few-shot Hate Speech Detection Based on the MindSpore Framework Zhenkai Qin Dongze Wu Yuxin Liu Guifang Yang 112 1 0 22 Apr 2025
MetaMolGen: A Neural Graph Motif Generation Model for De Novo Molecular Design Zimo Yan Jie Zhang Zheng Xie Chang-rui Liu Yang Liu Yiping Song 115 0 0 22 Apr 2025
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning Zhe Huang Simone Rossi Rui Yuan T. Hannagan 83 0 0 22 Apr 2025
HyperFlow: Gradient-Free Emulation of Few-Shot Fine-Tuning Donggyun Kim Chanwoo Kim Seunghoon Hong 61 0 0 21 Apr 2025
Improving Learning to Optimize Using Parameter Symmetries Guy Zamir Aryan Dokania B. Zhao Rose Yu 80 2 0 21 Apr 2025
VeLU: Variance-enhanced Learning Unit for Deep Neural Networks Ashkan Shakarami Yousef Yeganeh Azade Farshad Lorenzo Nicolè Stefano Ghidoni Nassir Navab 92 0 0 21 Apr 2025
Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey Ahsan Bilal Muhammad Ahmed Mohsin Muhammad Umer Muhammad Awais Khan Bangash Muhammad Ali Jamshed LLMAG LRM AI4CE 164 1 0 20 Apr 2025
SwitchMT: An Adaptive Context Switching Methodology for Scalable Multi-Task Learning in Intelligent Autonomous Agents Avaneesh Devkota Rachmad Vidya Wicaksana Putra Mohamed Bennai 58 0 0 18 Apr 2025
MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL Jinhui Pang Changqing Lin Hao Lin Jinglin He Zhengjun Li Zhihui Zhang Xiaoshuai Hao CLL 55 0 0 18 Apr 2025
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations Chenghao Xiao Hou Pong Chan Hao Zhang Mahani Aljunied Lidong Bing Noura Al Moubayed Yu Rong 179 0 0 18 Apr 2025
MetaDSE: A Few-shot Meta-learning Framework for Cross-workload CPU Design Space Exploration Runzhen Xue Hao Wu Yurui Lai Ziheng Xiao Mingyu Yan Xiaochun Ye 84 1 0 18 Apr 2025
Chain-of-Thought Textual Reasoning for Few-shot Temporal Action Localization Hongwei Ji Wulian Yun Mengshi Qi Huadong Ma LRM 445 0 0 18 Apr 2025
Imperative MPC: An End-to-End Self-Supervised Learning with Differentiable MPC for UAV Attitude Control Haonan He Yuheng Qiu Junyi Geng 153 0 0 17 Apr 2025
Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction Dubing Chen Huan Zheng Jin Fang Xingping Dong Xianfei Li Wenlong Liao Tao He Pai Peng Jianbing Shen 255 0 0 17 Apr 2025
InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning Zheng Wang Shu Xian Teo Jun Jie Chew Wei Shi RALM AIFin 145 0 0 17 Apr 2025
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection Long Qian Bingke Zhu Yingying Chen Ming Tang Jinqiao Wang 79 0 0 17 Apr 2025
Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream Datasets Yanzhe Zhang Yuxuan Zhou Tianyu Li Minghui Li Shengshan Hu Wei Luo L. Zhang AAML SILM 69 0 0 16 Apr 2025
Manifold meta-learning for reduced-complexity neural system identification Marco Forgione Ankush Chakrabarty Dario Piga Matteo Rufolo Alberto Bemporad 72 0 0 16 Apr 2025
Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition Hongyu Qu Ling Xing Rui Yan Yazhou Yao G. Xie Xiangbo Shu 75 0 0 14 Apr 2025
Enabling Automatic Differentiation with Mollified Graph Neural Operators Ryan Y. Lin Julius Berner Valentin Duruisseaux David Pitt Daniel Leibovici Jean Kossaifi Kamyar Azizzadenesheli Anima Anandkumar AI4CE 103 2 0 11 Apr 2025
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery Alireza Fathalizadeh Roozbeh Razavi-Far CLL 82 0 0 11 Apr 2025
Boosting Universal LLM Reward Design through Heuristic Reward Observation Space Evolution Zen Kit Heng Zimeng Zhao Tianhao Wu Yuanfei Wang Mingdong Wu Yangang Wang Hao Dong 107 0 0 10 Apr 2025
Zero-Shot Cross-Domain Code Search without Fine-Tuning Keyu Liang Ziqiang Liu Chao Liu Zhiyuan Wan David Lo Xiaohu Yang 63 0 0 10 Apr 2025
A Cross-Domain Few-Shot Learning Method Based on Domain Knowledge Mapping Jiajun Chen Hongpeng Yin Yifu Yang 67 0 0 09 Apr 2025
Bridging the Gap Between Preference Alignment and Machine Unlearning Xiaohua Feng Yuyuan Li Huwei Ji Jiaming Zhang Lulu Zhang Tianyu Du Chaochao Chen MU 93 0 0 09 Apr 2025