Papers citing 'How to train your MAML'

Title
Meta-Learning with a Geometry-Adaptive PreconditionerComputer Vision and Pattern Recognition (CVPR), 2023 Suhyun Kang Duhun Hwang Moonjung Eo Taesup Kim Wonjong Rhee AI4CE 240 21 0 04 Apr 2023
A Closer Look at Few-Shot 3D Point Cloud ClassificationInternational Journal of Computer Vision (IJCV), 2022 Chuangguan Ye Erik Cambria Bo Zhang Tao Chen 3DPC 217 21 0 31 Mar 2023
What Makes for Effective Few-shot Point Cloud Classification?IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Chuangguan Ye Erik Cambria Yongbin Liao Yang-ting Zhang Tao Chen Jiayuan Fan 3DPC 225 30 0 31 Mar 2023
Meta-Learning Parameterized First-Order Optimizers using Differentiable Convex OptimizationIEEE Conference on Decision and Control (CDC), 2023 Tanmay Gautam Samuel Pfrommer Somayeh Sojoudi 167 2 0 29 Mar 2023
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Dohwan Ko Joon-Young Choi Hyeong Kyu Choi Kyoung-Woon On Byungseok Roh Hyunwoo J. Kim 214 29 0 23 Mar 2023
Exploring Distributional Shifts in Large Language Models for Code AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shushan Arakelyan Rocktim Jyoti Das Yi Mao Xiang Ren ALM 310 25 0 16 Mar 2023
Few-Shot Classification of Autism Spectrum Disorder using Site-Agnostic Meta-Learning and Brain MRI Nikhil J. Dhinagar Vignesh Santhalingam Katherine E. Lawrence Emily Laltoo Paul M. Thompson 114 5 0 14 Mar 2023
RotoGBML: Towards Out-of-Distribution Generalization for Gradient-Based Meta-LearningIEEE International Conference on Multimedia and Expo (ICME), 2023 Min Zhang Zifeng Zhuang Zhitao Wang Xuetao Zhang Wen-Bin Li 141 7 0 12 Mar 2023
Meta-learning Control Variates: Variance Reduction with Limited DataConference on Uncertainty in Artificial Intelligence (UAI), 2023 Z. Sun Chris J. Oates F. Briol BDL 242 10 0 08 Mar 2023
First-order ANIL learns linear representations despite misspecified latent dimension Oğuz Kaan Yüksel Etienne Boursier Nicolas Flammarion 238 1 0 02 Mar 2023
Meta-Learning with Adaptive Weighted Loss for Imbalanced Cold-Start RecommendationInternational Conference on Information and Knowledge Management (CIKM), 2023 Minchang Kim Yongjin Yang Jung Hyun Ryu Taesup Kim OffRL 136 9 0 28 Feb 2023
AugGPT: Leveraging ChatGPT for Text Data AugmentationIEEE Transactions on Big Data (IEEE Trans. Big Data), 2023 Haixing Dai Zheng Liu Wenxiong Liao Xiaoke Huang Yihan Cao ... Lichao Sun Shijie Zhao Hongtu Zhu Tianming Liu Xiang Li 231 234 0 25 Feb 2023
Personalized Privacy-Preserving Framework for Cross-Silo Federated LearningIEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2023 Van Tuan Tran Huy Hieu Pham Kok-Seng Wong FedML 204 10 0 22 Feb 2023
Mask-guided BERT for Few Shot Text ClassificationNeurocomputing (Neurocomputing), 2023 Wenxiong Liao Zheng Liu Haixing Dai Zihao Wu Yiyang Zhang ... Dajiang Zhu Tianming Liu Sheng Li Xiang Li Hongmin Cai VLM 243 51 0 21 Feb 2023
Nystrom Method for Accurate and Scalable Implicit DifferentiationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Ryuichiro Hataya M. Yamada ODL 208 9 0 20 Feb 2023
Entity Aware Modelling: A Survey Rahul Ghosh Haoyu Yang A. Khandelwal Erhu He Arvind Renganathan Somya Sharma X. Jia Vipin Kumar 200 7 0 16 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Chengwei Qin Cunliang Kong Ruochen Zhao Shafiq Joty VLM LRM 299 17 0 16 Feb 2023
Market-Aware Models for Efficient Cross-Market RecommendationEuropean Conference on Information Retrieval (ECIR), 2023 Samarth Bhargav Mohammad Aliannejadi Evangelos Kanoulas 183 4 0 14 Feb 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 164 23 0 08 Feb 2023
Implicit Geometry and Interaction Embeddings Improve Few-Shot Molecular Property Prediction Christopher Fifty Joseph M. Paggi Ehsan Amid J. Leskovec R. Dror AI4CE 205 1 0 04 Feb 2023
Contrastive Meta-Learning for Partially Observable Few-Shot LearningInternational Conference on Learning Representations (ICLR), 2023 Adam Jelley Amos Storkey Antreas Antoniou Sam Devlin 172 7 0 30 Jan 2023
Meta-Learning Adaptive Loss Functions Christian Raymond Qi Chen Bing Xue Mengjie Zhang 194 5 0 30 Jan 2023
Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning Shuzhen Rao Jun Huang Zengming Tang 246 2 0 19 Jan 2023
Concept Discovery for Fast AdapatationSDM (SDM), 2023 Shengyu Feng Hanghang Tong OffRL 187 0 0 19 Jan 2023
Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes Konstantin Mishchenko Slavomír Hanzely Peter Richtárik FedML 177 7 0 17 Jan 2023
Reusable Options through Gradient-based Meta Learning David Kuric H. V. Hoof 220 0 0 22 Dec 2022
Meta-Learned Kernel For Blind Super-Resolution Kernel EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Royson Lee Rui Li Stylianos I. Venieris Timothy M. Hospedales Ferenc Huszár Nicholas D. Lane SupR 99 6 0 15 Dec 2022
Task-Adaptive Meta-Learning Framework for Advancing Spatial GeneralizabilityAAAI Conference on Artificial Intelligence (AAAI), 2022 Zhexiong Liu Licheng Liu Yiqun Xie Zhenong Jin X. Jia 153 12 0 10 Dec 2022
Multimodal Prototype-Enhanced Network for Few-Shot Action RecognitionInternational Conference on Multimedia Retrieval (ICMR), 2022 Xin Ni Yong Liu Hao Wen Yatai Ji Jing Xiao Yujiu Yang 214 19 0 09 Dec 2022
Learning Domain Invariant Prompt for Vision-Language ModelsIEEE Transactions on Image Processing (IEEE TIP), 2022 Cairong Zhao Yubin Wang Xinyang Jiang Yifei Shen Kaitao Song Dongsheng Li Duoqian Miao VLM VPVLM 272 46 0 08 Dec 2022
Few-Shot Preference Learning for Human-in-the-Loop RLConference on Robot Learning (CoRL), 2022 Joey Hejna Dorsa Sadigh OffRL 281 122 0 06 Dec 2022
Meta-Shop: Improving Item Advertisement For Small Businesses Yang Shi Guannan Liang Young-joo Chung 121 0 0 02 Dec 2022
Dynamic Loss For Robust LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Shenwang Jiang Jianan Li Jizhou Zhang Ying Wang Tingfa Xu NoLa OOD 208 12 0 22 Nov 2022
Interpretable Few-shot Learning with Online Attribute SelectionNeurocomputing (Neurocomputing), 2022 M. Zarei Majid Komeili FAtt 247 2 0 16 Nov 2022
Meta-Learning of Neural State-Space Models Using Data From Similar SystemsIFAC-PapersOnLine (IFAC-PapersOnLine), 2022 Ankush Chakrabarty Gordon Wichern C. Laughman 163 15 0 14 Nov 2022
A new benchmark for group distribution shifts in hand grasp regression for object manipulation. Can meta-learning raise the bar? Théo Morales G. Lacey OOD 208 0 0 31 Oct 2022
Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning ApproachIEEE Conference on Decision and Control (CDC), 2022 Ankush Chakrabarty 145 11 0 31 Oct 2022
Learning New Tasks from a Few Examples with Soft-Label PrototypesWorkshop on Representation Learning for NLP (RepL4NLP), 2022 Avyav Kumar Singh Ekaterina Shutova H. Yannakoudakis VLM 238 2 0 31 Oct 2022
Meta-Reinforcement Learning Using Model Parameters G. Hartmann A. Azaria 124 0 0 27 Oct 2022
Auxiliary task discovery through generate-and-test Banafsheh Rafiee Sina Ghiassian Jun Jin R. Sutton Jun Luo Adam White 222 2 0 25 Oct 2022
Federated Learning and Meta Learning: Approaches, Applications, and DirectionsIEEE Communications Surveys and Tutorials (COMST), 2022 Xiaonan Liu Yansha Deng Arumugam Nallanathan M. Bennis 317 60 0 24 Oct 2022
Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic DisordersMedical Informatics Europe (MIE), 2022 Ömer Sümer Fabio Hellmann Alexander Hustinx Tzung-Chien Hsieh Elisabeth André P. Krawitz CVBM 212 7 0 23 Oct 2022
Continued Pretraining for Better Zero- and Few-Shot PromptabilityConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhaofeng Wu IV RobertL.Logan Pete Walsh Akshita Bhagia Dirk Groeneveld Sameer Singh Iz Beltagy VLM 182 15 0 19 Oct 2022
Efficient Cross-Modal Video Retrieval with Meta-Optimized FramesIEEE transactions on multimedia (IEEE TMM), 2022 Ning Han Xun Yang Ee-Peng Lim Hao Chen Qianru Sun 155 5 0 16 Oct 2022
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets Anurag Roy David Johnson Ekka Saptarshi Ghosh Abir Das 180 1 0 13 Oct 2022
Multi-Modal Fusion by Meta-Initialization Matthew Jackson Shreshth A. Malik Michael T. Matthews Yousuf Mohamed-Ahmed 171 0 0 10 Oct 2022
Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps Kuilin Chen Chi-Guhn Lee SSL 161 4 0 07 Oct 2022
Hypernetwork approach to Bayesian MAML Piotr Borycki Piotr Kubacki Marcin Przewiȩźlikowski Tomasz Kuśmierczyk Jacek Tabor Przemysław Spurek BDL 142 2 0 06 Oct 2022
Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression Haitz Sáez de Ocáriz Borde Federico Barbero 167 2 0 24 Sep 2022
MetaPrompting: Learning to Learn Better PromptsInternational Conference on Computational Linguistics (COLING), 2022 Yutai Hou Hongyuan Dong Xinghao Wang Bohan Li Wanxiang Che VLM 110 42 0 23 Sep 2022