On First-Order Meta-Learning Algorithms

8 March 2018

Papers citing "On First-Order Meta-Learning Algorithms"

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Title
Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review Chengmin Zhou Ville Kyrki Pasi Fränti Laura Ruotsalainen BDL AI4CE 42 0 0 12 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 36 0 0 03 May 2025
Legilimens: Performant Video Analytics on the System-on-Chip Edge M. Ramanujam Yinwei Dai Kyle Jamieson Ravi Netravali 78 0 0 29 Apr 2025
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval Hang Yu Jiahao Wen Zhedong Zheng 54 0 0 26 Apr 2025
MetaMolGen: A Neural Graph Motif Generation Model for De Novo Molecular Design Zimo Yan Jie Zhang Zheng Xie Chang-rui Liu Yong-Jin Liu Yiping Song 36 0 0 22 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 63 0 0 18 Apr 2025
Optimizing Data Distribution and Kernel Performance for Efficient Training of Chemistry Foundation Models: A Case Study with MACE J. Firoz Franco Pellegrini Mario Geiger Darren J. Hsu Jenna A. Bilbrey ... Chris Mundy Gábor Csányi Justin S. Smith Ponnuswamy Sadayappan Sutanay Choudhury 26 0 0 14 Apr 2025
Meta-Continual Learning of Neural Fields Seungyoon Woo Junhyeog Yun Gunhee Kim CLL AI4CE 28 1 0 08 Apr 2025
Federated Neural Architecture Search with Model-Agnostic Meta Learning Xinyuan Huang Jiechao Gao FedML AI4CE 44 0 0 08 Apr 2025
The Self-Learning Agent with a Progressive Neural Network Integrated Transformer Ajay Sivakumar Shalini Vasantha Raj Sebastian Sylvester AI4CE 34 0 0 03 Apr 2025
Adaptive Physics-informed Neural Networks: A Survey Edgar Torres Jonathan Schiefer Mathias Niepert PINN AI4CE 65 0 0 23 Mar 2025
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization Xiran Wang Jian Zhang Lei Qi Yinghuan Shi 58 0 0 23 Mar 2025
HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks Maria Pilligua Danna Xue Javier Vázquez-Corral 47 0 0 21 Mar 2025
UAS Visual Navigation in Large and Unseen Environments via a Meta Agent Yuci Han Charles Toth Alper Yilmaz 59 0 0 20 Mar 2025
Meta-learning characteristics and dynamics of quantum systems Lucas Schorling Pranav Vaidhyanathan Jonas Schuff M. J. Carballido D. Zumbuhl Gerard Milburn Florian Marquardt Jakob Foerster Michael A. Osborne N. Ares AI4CE 41 1 0 13 Mar 2025
Context-aware Constrained Reinforcement Learning Based Energy-Efficient Power Scheduling for Non-stationary XR Data Traffic Kexuan Wang An Liu 44 0 0 13 Mar 2025
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work Kevin Wilkinghoff Takuya Fujimura Keisuke Imoto Jonathan Le Roux Zheng-Hua Tan T. Toda 48 0 0 13 Mar 2025
Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification Kexin Di Xiuxing Li Yuyang Han Ziyu Li Qing Li Xia Wu VLM 60 0 0 10 Mar 2025
PIED: Physics-Informed Experimental Design for Inverse Problems Apivich Hemachandra Gregory Kang Ruey Lau Szu Hui Ng Bryan Kian Hsiang Low PINN 48 0 0 10 Mar 2025
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models Jeffrey Gu Serena Yeung-Levy AI4CE 34 0 0 02 Mar 2025
Asynchronous Personalized Federated Learning through Global Memorization Fan Wan Heng Chang Xueqi Qiu Rui Sun L. Zhang Xingyu Miao Tianyu Zhang Haoran Duan Yang Long 34 0 0 01 Mar 2025
Learning to Generalize without Bias for Open-Vocabulary Action Recognition Yating Yu Congqi Cao Yifan Zhang Yanning Zhang VLM 43 0 0 27 Feb 2025
Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning Jaehyeon Son Soochan Lee Gunhee Kim OffRL 74 1 0 26 Feb 2025
Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases Michael Y. Hu Jackson Petty Chuan Shi William Merrill Tal Linzen AI4CE 66 1 0 26 Feb 2025
Contrastive Visual Data Augmentation Yu Zhou B. Li Mohan Tang Xiaomeng Jin Te-Lin Wu Kuan-Hao Huang Heng Ji Kai-Wei Chang Nanyun Peng 59 0 0 24 Feb 2025
MetaSym: A Symplectic Meta-learning Framework for Physical Intelligence Pranav Vaidhyanathan Aristotelis Papatheodorou Mark T. Mitchison Natalia Ares Ioannis Havoutis PINN AI4CE 49 1 0 23 Feb 2025
MedFuncta: Modality-Agnostic Representations Based on Efficient Neural Fields Paul Friedrich Florentin Bieder P. Cattin MedIm 62 0 0 20 Feb 2025
Geometric Neural Process Fields Wenzhe Yin Zehao Xiao Jiayi Shen Yunlu Chen Cees G. M. Snoek J. Sonke E. Gavves AI4CE 41 0 0 04 Feb 2025
qNBO: quasi-Newton Meets Bilevel Optimization Sheng Fang Yong Liu Wei-Ting Yao Chengming Yu Jin Zhang 90 0 0 03 Feb 2025
Geometric Mean Improves Loss For Few-Shot Learning Tong Wu Takumi Kobayashi 31 0 0 24 Jan 2025
One-Class Domain Adaptation via Meta-Learning Stephanie Holly T. Bierweiler Stefan von Dosky Ahmed Frikha C. Heitzinger Jana Eder 78 0 0 22 Jan 2025
DocTTT: Test-Time Training for Handwritten Document Recognition Using Meta-Auxiliary Learning Wenhao Gu Li Gu Ziqiang Wang Ching Yee Suen Yang Wang 53 0 0 22 Jan 2025
Meta-Sparsity: Learning Optimal Sparse Structures in Multi-task Networks through Meta-learning Richa Upadhyay Ronald Phlypo Rajkumar Saini Marcus Liwicki 37 0 0 21 Jan 2025
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks Michael Schwingshackl Fabio Francisco Oberweger Markus Murschitz 48 1 0 20 Jan 2025
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning Parinita Nema V. Kurmi CLL 58 0 0 17 Jan 2025
On Penalty-based Bilevel Gradient Descent Method Han Shen Quan-Wu Xiao Tianyi Chen 60 51 0 08 Jan 2025
Multi-Task Semantic Communication With Graph Attention-Based Feature Correlation Extraction Xi Yu Tiejun Lv Weicai Li Wei Ni Dusit Niyato E. Hossain 43 2 0 02 Jan 2025
Functional Risk Minimization Ferran Alet Clement Gehring Tomás Lozano-Pérez Kenji Kawaguchi Joshua B. Tenenbaum Leslie Pack Kaelbling OffRL 60 0 0 31 Dec 2024
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation Arnav M. Das Gantavya Bhatt Lilly Kumari Sahil Verma J. Bilmes 31 0 0 23 Dec 2024
Memory-Reduced Meta-Learning with Guaranteed Convergence Honglin Yang Ji Ma Xiao Yu 71 0 0 16 Dec 2024
LAN: Learning to Adapt Noise for Image Denoising Changjin Kim Tae Hyun Kim Sungyong Baik 101 4 0 14 Dec 2024
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 83 0 0 04 Dec 2024
On the ERM Principle in Meta-Learning Yannay Alon Steve Hanneke Shay Moran Uri Shalit CLL LRM 74 1 0 26 Nov 2024
Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach Elona Shatri Daniel Raymond George Fazekas 75 0 0 25 Nov 2024
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations Gaurav Verma Rachneet Kaur Nishan Srishankar Zhen Zeng T. Balch Manuela Veloso LLMAG 72 5 0 20 Nov 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity Y. Cho JaeYoon Kim Woo Jae Kim Junsik Jung Sung-eui Yoon CVBM OOD 80 0 0 18 Nov 2024
Photon: Federated LLM Pre-Training Lorenzo Sani Alex Iacob Zeyu Cao Royson Lee Bill Marino ... Dongqi Cai Zexi Li Wanru Zhao Xinchi Qiu Nicholas D. Lane AI4CE 33 7 0 05 Nov 2024
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups Razvan-Alexandru Smadu David-Gabriel Ion Dumitru-Clementin Cercel Florin-Catalin Pop Mihaela-Claudia Cercel 34 1 0 03 Nov 2024
Beyond the Boundaries of Proximal Policy Optimization Charlie B. Tan Edan Toledo Benjamin Ellis Jakob Foerster Ferenc Huszár 23 0 0 01 Nov 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models Song Xia Wenhan Yang Yi Yu Xun Lin Henghui Ding Lingyu Duan Xudong Jiang AAML SILM 63 6 0 26 Oct 2024