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Meta Networks

2 March 2017

Tsendsuren Munkhdalai

Papers citing "Meta Networks"

50 / 490 papers shown

Title
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks Lang Liu M. M. Fard Sen Zhao OOD 183 5 0 04 Feb 2022
Fully Online Meta-Learning Without Task Boundaries Jathushan Rajasegaran Chesea Finn Sergey Levine CLL 104 4 0 01 Feb 2022
Advances in MetaDL: AAAI 2021 challenge and workshop Adrian El Baz Isabelle M Guyon Zhengying Liu J. V. Rijn Sébastien Treguer Joaquin Vanschoren 183 7 0 01 Feb 2022
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual InformationInternational Conference on Machine Learning (ICML), 2022 Changbin Li Suraj Kothawade F. Chen Rishabh K. Iyer 156 5 0 30 Jan 2022
The Effect of Diversity in Meta-LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Ramnath Kumar T. Deleu Yoshua Bengio 276 15 0 27 Jan 2022
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task RepresentationNeural Information Processing Systems (NeurIPS), 2022 Jixuan Wang Kuan-Chieh Wang Frank Rudzicz M. Brudno VLM 123 24 0 27 Jan 2022
EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients Yassir Bendou Yuqing Hu Raphael Lafargue G. Lioi Bastien Pasdeloup S. Pateux Vincent Gripon VLM 225 39 0 24 Jan 2022
Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser ModelingWeb Search and Data Mining (WSDM), 2022 Qianqian Zhang Xinru Liao Quanlian Liu Jian Xu Bo Zheng 185 74 0 18 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 181 128 0 15 Jan 2022
Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation Kowshik Thopalli Jayaraman J. Thiagarajan Rushil Anirudh Pavan Turaga 115 0 0 05 Jan 2022
MetaCVR: Conversion Rate Prediction via Meta Learning in Small-Scale Recommendation ScenariosAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Xiaofeng Pan Ming Li Jing Zhang Keren Yu Luping Wang Hong Wen Chengjun Mao Bo Cao 131 9 0 27 Dec 2021
Hierarchical Variational Memory for Few-shot Learning Across Domains Yingjun Du Xiantong Zhen Ling Shao Cees G. M. Snoek VLM BDL 299 21 0 15 Dec 2021
Object Pursuit: Building a Space of Objects via Discriminative Weight Generation Chuanyu Pan Yanchao Yang Kaichun Mo Yueqi Duan Leonidas Guibas OCL 115 1 0 15 Dec 2021
Event-Aware Multimodal Mobility Nowcasting Zhaonan Wang Renhe Jiang Hao Xue Flora D. Salim Xuan Song Ryosuke Shibasaki 215 44 0 14 Dec 2021
Hybrid Graph Neural Networks for Few-Shot Learning Tianyuan Yu Sen He Yi-Zhe Song Tao Xiang 92 70 0 13 Dec 2021
PMFL: Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records Tianyi Zhang Shirui Zhang Ziwei Chen Dianbo Liu FedML 147 6 0 10 Dec 2021
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF Su Zhu Lu Chen Ruisheng Cao Zhi Chen Qingliang Miao Kai Yu 145 2 0 09 Dec 2021
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification Rex Liu Huan Zhang Hamed Pirsiavash Xin Liu ViT 244 16 0 08 Dec 2021
Curriculum Meta-Learning for Few-shot Classification Emmanouil Stergiadis Priyanka Agrawal Oliver Squire VLM 186 5 0 06 Dec 2021
A Multi-Strategy based Pre-Training Method for Cold-Start Recommendation Bowen Hao Hongzhi Yin Jing Zhang Cuiping Li Hong Chen 234 27 0 04 Dec 2021
Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning Hanbyel Cho Yooshin Cho Jaemyung Yu Junmo Kim 3DH 117 18 0 30 Nov 2021
One-shot Weakly-Supervised Segmentation in Medical Images Wenhui Lei Q. Su Ran Gu Na Wang Xinglong Liu Guotai Wang Xiaofan Zhang Shaoting Zhang 183 2 0 21 Nov 2021
Generating meta-learning tasks to evolve parametric loss for classification learning Zhaoyang Hai Xiabi Liu Yuchen Ren N. Q. Soomro 69 0 0 20 Nov 2021
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding Qianying Liu Fei Cheng Sadao Kurohashi 110 1 0 10 Nov 2021
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated LearningIEEE Access (IEEE Access), 2021 Raed Al Kontar Naichen Shi Xubo Yue Seokhyun Chung E. Byon ... Chinedum Okwudire Garvesh Raskutti R. Saigal Karandeep Singh Ye Zhisheng FedML 256 57 0 09 Nov 2021
Dual Prototypical Contrastive Learning for Few-shot Semantic Segmentation Hyeongjun Kwon Somi Jeong Sunok Kim Kwanghoon Sohn VLM 135 12 0 09 Nov 2021
MetaMIML: Meta Multi-Instance Multi-Label Learning Yuanlin Yang Guoxian Yu Jun Wang Lei Liu C. Domeniconi Maozu Guo VLM 107 0 0 07 Nov 2021
Meta Cross-Modal Hashing on Long-Tailed Data Runmin Wang Guoxian Yu C. Domeniconi Xiangliang Zhang 161 4 0 07 Nov 2021
Crowdsourcing with Meta-Workers: A New Way to Save the Budget Guangyang Han Guoxian Yu Li-zhen Cui C. Domeniconi Xiangliang Zhang OffRL 114 0 0 07 Nov 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms Jiaxu Leng Taiyue Chen Gao Xinbo Yongtao Yu Ye Wang Feng Gao Wang Yue ObjD 211 19 0 30 Oct 2021
RF-Net: a Unified Meta-learning Framework for RF-enabled One-shot Human Activity RecognitionACM International Conference on Embedded Networked Sensor Systems (SenSys), 2020 Shuya Ding Zhe Chen Tianyue Zheng Jun Luo 111 127 0 29 Oct 2021
Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning Milad Abdollahzadeh Touba Malekzadeh Ngai-Man Cheung 119 36 0 27 Oct 2021
A Metalearning Approach for Physics-Informed Neural Networks (PINNs): Application to Parameterized PDEs Michael Penwarden Shandian Zhe A. Narayan Robert M. Kirby PINN AI4CE 234 58 0 26 Oct 2021
GCCN: Global Context Convolutional Network Ali Hamdi Flora D. Salim D. Kim 146 2 0 22 Oct 2021
Contextual Gradient Scaling for Few-Shot LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Sang Hyuk Lee Seunghyun Lee B. Song 123 8 0 20 Oct 2021
Learning to Learn a Cold-start Sequential Recommender Xiaowen Huang Jitao Sang Jian Yu Changsheng Xu DiffM CLL OffRL 130 27 0 18 Oct 2021
HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression Chenhe Dong Yaliang Li Ying Shen Minghui Qiu VLM 293 8 0 16 Oct 2021
Meta-Learning with Adjoint Methods Shibo Li Zheng Wang A. Narayan Robert M. Kirby Shandian Zhe 177 5 0 16 Oct 2021
Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning Yang Shu Zhangjie Cao Jing Gao Jianmin Wang Philip S. Yu Mingsheng Long 231 15 0 14 Oct 2021
Morphable Detector for Object Detection on DemandIEEE International Conference on Computer Vision (ICCV), 2021 Xiangyun Zhao Xu Zou Ying Nian Wu ObjD 166 4 0 10 Oct 2021
Meta-Learning with Task-Adaptive Loss Function for Few-Shot LearningIEEE International Conference on Computer Vision (ICCV), 2021 Sungyong Baik Janghoon Choi Heewon Kim Dohee Cho Jaesik Min Kyoung Mu Lee 169 128 0 08 Oct 2021
On the Importance of Firth Bias Reduction in Few-Shot Classification Saba Ghaffari Ehsan Saleh David A. Forsyth Yu-Xiong Wang 274 13 0 06 Oct 2021
Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition Tsendsuren Munkhdalai K. Sim Angad Chandorkar Fan Gao Mason Chua Trevor Strohman F. Beaufays 194 39 0 05 Oct 2021
An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset Wanyu Bian Yunmei Chen X. Ye Qingchao Zhang 197 30 0 02 Oct 2021
MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation Zheng Yuan A. Esteva Ran Xu VLM 151 5 0 29 Sep 2021
Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness Zhenyi Wang Tiehang Duan Le Fang Qiuling Suo Mingchen Gao 350 20 0 29 Sep 2021
A Few-Shot Learning Approach for Sound Source Distance Estimation Using Relation NetworksInternational Conference on Machine Learning and Applications (ICMLA), 2021 Amirreza Sobhdel R. Razavi-Far 146 5 0 22 Sep 2021
On the Importance of Distractors for Few-Shot Classification Rajshekhar Das Yu-Xiong Wang José M. F. Moura 140 33 0 20 Sep 2021
Few-Shot Object Detection by Attending to Per-Sample-Prototype Hojun Lee Myunggi Lee Nojun Kwak ObjD 169 40 0 16 Sep 2021
Rapid Model Architecture Adaption for Meta-LearningNeural Information Processing Systems (NeurIPS), 2021 Yiren Zhao Xitong Gao Ilia Shumailov Nicolò Fusi Robert D. Mullins 217 6 0 10 Sep 2021