Papers citing 'Meta Networks'

Title
SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive MemoryACM Multimedia (ACM MM), 2021 Zhijie Lin Zhou Zhao Haoyuan Li Jinglin Liu Meng Zhang Xingshan Zeng Xiaofei He 121 18 0 31 Aug 2021
Few-shot Visual Relationship Co-localizationIEEE International Conference on Computer Vision (ICCV), 2021 Revant Teotia Vaibhav Mishra Mayank Maheshwari Anand Mishra 177 1 0 26 Aug 2021
Normal Learning in Videos with Attention Prototype Network Chao Hu Fan Wu Weijie Wu Weibin Qiu Shengxin Lai 87 1 0 25 Aug 2021
DEMix Layers: Disentangling Domains for Modular Language ModelingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 310 160 0 11 Aug 2021
Learning Meta-class Memory for Few-Shot Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Zhonghua Wu Xiangxi Shi Guosheng lin Jianfei Cai VLM 269 123 0 06 Aug 2021
Few-Shot and Continual Learning with Attentive Independent MechanismsIEEE International Conference on Computer Vision (ICCV), 2021 Eugene Lee Cheng-Han Huang Chen-Yi Lee CLL 133 31 0 29 Jul 2021
A Transductive Maximum Margin Classifier for Few-Shot Learning Fei Pan Chunlei Xu Jie Guo Yanwen Guo 179 0 0 26 Jul 2021
External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery I. Sledge Christopher Toole J. Maestri José C. Príncipe 194 1 0 22 Jul 2021
Rectifying the Shortcut Learning of Background for Few-Shot LearningNeural Information Processing Systems (NeurIPS), 2021 Xu Luo Longhui Wei Liangjiang Wen Jinrong Yang Lingxi Xie Zenglin Xu Qi Tian 347 100 0 16 Jul 2021
Learn to Learn Metric Space for Few-Shot Segmentation of 3D Shapes Xiang Li Lingjing Wang Yi Fang 3DPC 88 0 0 07 Jul 2021
Task Attended Meta-Learning for Few-Shot Learning Aroof Aimen Sahil Sidheekh N. C. Krishnan 96 4 0 20 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured DataACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021 Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 258 27 0 11 Jun 2021
Tensor feature hallucination for few-shot learningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Michalis Lazarou Tania Stathaki Yannis Avrithis 195 24 0 09 Jun 2021
Meta-Learning with Variational Semantic Memory for Word Sense DisambiguationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Yingjun Du Nithin Holla Xiantong Zhen Cees G. M. Snoek Ekaterina Shutova 152 9 0 05 Jun 2021
Personalizing Pre-trained Models Mina Khan P. Srivatsa Advait Rane Shriram Chenniappa A. Hazariwala Pattie Maes VLM 184 7 0 02 Jun 2021
Multi-Label Few-Shot Learning for Aspect Category DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Mengting Hu Shiwan Zhao Honglei Guo Chao Xue H. Gao Tiegang Gao Renhong Cheng Zhong Su 135 46 0 29 May 2021
Short-Term Stock Price-Trend Prediction Using Meta-LearningIEEE International Conference on Systems, Man and Cybernetics (SMC), 2021 Shin-Hung Chang Cheng-Wen Hsu Hsing-Ying Li Wei-Sheng Zeng Jan-Ming Ho AIFin 93 3 0 28 May 2021
Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift Etienne Bennequin Victor Bouvier Myriam Tami Antoine Toubhans C´eline Hudelot 237 14 0 25 May 2021
Multiple Meta-model Quantifying for Medical Visual Question AnsweringInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Tuong Khanh Long Do Binh X. Nguyen Erman Tjiputra Minh-Ngoc Tran Quang-Dieu Tran A. Nguyen 378 124 0 19 May 2021
Ensemble Making Few-Shot Learning StrongerData Intelligence (DI), 2021 Qing Lin Yongbin Liu Wen Wen Z. Tao ViT 87 15 0 12 May 2021
Learning Implicit Temporal Alignment for Few-shot Video ClassificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Songyang Zhang Jiale Zhou Xuming He AI4TS 181 52 0 11 May 2021
MetaKernel: Learning Variational Random Features with Limited LabelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yingjun Du Haoliang Sun Xiantong Zhen Jun Xu Yilong Yin Ling Shao Cees G. M. Snoek VLM BDL 106 8 0 08 May 2021
Updatable Siamese Tracker with Two-stage One-shot LearningPattern Recognition (Pattern Recogn.), 2021 Xing Sun G. Han Lihong Guo Tingfa Xu Jianan Li Peixun Liu 183 12 0 30 Apr 2021
Few-shot learning via tensor hallucination Michalis Lazarou Yannis Avrithis Tania Stathaki 103 4 0 19 Apr 2021
Pareto Self-Supervised Training for Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2021 Ruihao Zhang Jixie Ge Heshen Zhan Siteng Huang Xuetao Zhang 165 134 0 16 Apr 2021
Learning Normal Dynamics in Videos with Meta Prototype NetworkComputer Vision and Pattern Recognition (CVPR), 2021 Hui Lv Chong Chen Zhen Cui Chunyan Xu Yong Li Zhiqiang Wang 176 186 0 14 Apr 2021
Lite-HRNet: A Lightweight High-Resolution NetworkComputer Vision and Pattern Recognition (CVPR), 2021 Changqian Yu Bin Xiao Changxin Gao Lu Yuan Lei Zhang Nong Sang Jingdong Wang 3DH 152 361 0 13 Apr 2021
Conditional Hyper-Network for Blind Super-Resolution with Multiple DegradationsIEEE Transactions on Image Processing (TIP), 2021 Guanghao Yin Wei Wang Zehuan Yuan Wei Ji Dongdong Yu Shouqian Sun Tat-Seng Chua Changhu Wang 147 17 0 08 Apr 2021
Federated Few-Shot Learning with Adversarial LearningInternational Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt), 2021 Chenyou Fan Jianwei Huang FedML 167 34 0 01 Apr 2021
Mining Latent Classes for Few-shot SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Lihe Yang Wei Zhuo Lei Qi Yinghuan Shi Yang Gao 186 148 0 29 Mar 2021
CLTA: Contents and Length-based Temporal Attention for Few-shot Action Recognition Yang Bo Yangdi Lu Wenbo He VLM 178 0 0 18 Mar 2021
Real-Time Visual Object Tracking via Few-Shot Learning Jinghao Zhou Yue Liu Peng Wang Peixia Li Weihao Gan Wei Wu Junjie Yan Wanli Ouyang 119 5 0 18 Mar 2021
Meta-learning of Pooling Layers for Character RecognitionIEEE International Conference on Document Analysis and Recognition (ICDAR), 2021 Takato Otsuzuki Heon Song S. Uchida Hideaki Hayashi 123 3 0 17 Mar 2021
Evolving parametrized Loss for Image Classification Learning on Small Datasets Zhaoyang Hai Xiabi Liu 67 0 0 15 Mar 2021
Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Thanh Nguyen Tung M. Luu T. Pham Sanzhar Rakhimkul Chang D. Yoo 110 16 0 15 Mar 2021
DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural NetworkAAAI Conference on Artificial Intelligence (AAAI), 2021 Yang Liu Tu Zheng Mingli Song Deng Cai Xiaofei He 187 26 0 15 Mar 2021
Multi-Pretext Attention Network for Few-shot Learning with Self-supervisionIEEE International Conference on Multimedia and Expo (ICME), 2021 Hainan Li Renshuai Tao Jun Li Haotong Qin Yifu Ding Shuo Wang Xianglong Liu SSL 131 9 0 10 Mar 2021
Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-InterfacingInternational IEEE/EMBS Conference on Neural Engineering (NER), 2021 Denghao Li Pablo Ortega Xia Wei Aldo A. Faisal 120 22 0 10 Mar 2021
Linear Transformers Are Secretly Fast Weight ProgrammersInternational Conference on Machine Learning (ICML), 2021 Imanol Schlag Kazuki Irie Jürgen Schmidhuber 416 322 0 22 Feb 2021
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic SegmentationIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Tao Chen G. Xie Yazhou Yao Qiong Wang Fumin Shen Zhenmin Tang Jian Zhang VLM 123 49 0 22 Feb 2021
MetaDelta: A Meta-Learning System for Few-shot Image Classification Yudong Chen Chaoyu Guan Zhikun Wei Xin Eric Wang Wenwu Zhu VLM 108 21 0 22 Feb 2021
Learning Compositional Representation for Few-shot Visual Question Answering Dalu Guo Dacheng Tao OOD CoGe 136 4 0 21 Feb 2021
On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-LearningInternational Conference on Learning Representations (ICLR), 2021 Ren Wang Kaidi Xu Sijia Liu Pin-Yu Chen Tsui-Wei Weng Chuang Gan Meng Wang AAML 246 53 0 20 Feb 2021
Meta-Learning Dynamics Forecasting Using Task InferenceNeural Information Processing Systems (NeurIPS), 2021 Rui Wang Robin Walters Rose Yu OOD AI4TS AI4CE 374 45 0 20 Feb 2021
Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot LearningAAAI Conference on Artificial Intelligence (AAAI), 2021 Zhiqiang Shen Zechun Liu Jie Qin Marios Savvides Kwang-Ting Cheng CLL 189 185 0 08 Feb 2021
Sill-Net: Feature Augmentation with Separated Illumination Representation Hanwang Zhang Zhong Cao Ziang Yan Changshui Zhang 277 28 0 06 Feb 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 448 264 0 27 Jan 2021
Combat Data Shift in Few-shot Learning with Knowledge Graph Yongchun Zhu Fuzhen Zhuang Xiangliang Zhang Zhiyuan Qi Zhiping Shi Juan Cao Qing He OOD 303 6 0 27 Jan 2021
TLRM: Task-level Relation Module for GNN-based Few-Shot LearningVisual Communications and Image Processing (VCIP), 2021 Yurong Guo Zhanyu Ma Xiaoxu Li Yuan Dong 111 5 0 25 Jan 2021
Contrastive Prototype Learning with Augmented Embeddings for Few-Shot LearningConference on Uncertainty in Artificial Intelligence (UAI), 2021 Yizhao Gao Nanyi Fei Guangzhen Liu Zhiwu Lu Tao Xiang Songfang Huang 217 43 0 23 Jan 2021

SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive MemoryACM Multimedia (ACM MM), 2021

Zhou Zhao

Xingshan Zeng

121

18

0

31 Aug 2021

Few-shot Visual Relationship Co-localizationIEEE International Conference on Computer Vision (ICCV), 2021

177

1

0

26 Aug 2021

Normal Learning in Videos with Attention Prototype Network

87

1

0

25 Aug 2021

DEMix Layers: Disentangling Domains for Modular Language ModelingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021

Luke Zettlemoyer

310

160

0

11 Aug 2021

Learning Meta-class Memory for Few-Shot Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021

Zhonghua Wu

Xiangxi Shi

Guosheng lin

Jianfei Cai

VLM

269

123

0

06 Aug 2021

Few-Shot and Continual Learning with Attentive Independent MechanismsIEEE International Conference on Computer Vision (ICCV), 2021

133

31

0

29 Jul 2021

A Transductive Maximum Margin Classifier for Few-Shot Learning

179

0

26 Jul 2021

External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery

194

1

0

22 Jul 2021

Rectifying the Shortcut Learning of Background for Few-Shot LearningNeural Information Processing Systems (NeurIPS), 2021

347

100

0

16 Jul 2021

Learn to Learn Metric Space for Few-Shot Segmentation of 3D Shapes

Xiang Li

Lingjing Wang

Yi Fang

3DPC

88

0

07 Jul 2021

Task Attended Meta-Learning for Few-Shot Learning

Aroof Aimen

Sahil Sidheekh

N. C. Krishnan

96

4

0

20 Jun 2021

What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured DataACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021

258

27

0

11 Jun 2021

Tensor feature hallucination for few-shot learningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021

Michalis Lazarou

Tania Stathaki

Yannis Avrithis

195

24

0

09 Jun 2021

Meta-Learning with Variational Semantic Memory for Word Sense DisambiguationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021

152

9

0

05 Jun 2021

Personalizing Pre-trained Models

184

7

0

02 Jun 2021

Multi-Label Few-Shot Learning for Aspect Category DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021

135

46

0

29 May 2021

Short-Term Stock Price-Trend Prediction Using Meta-LearningIEEE International Conference on Systems, Man and Cybernetics (SMC), 2021

93

3

0

28 May 2021

Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift

237

14

0

25 May 2021

Multiple Meta-model Quantifying for Medical Visual Question AnsweringInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021

378

124

0

19 May 2021

Ensemble Making Few-Shot Learning StrongerData Intelligence (DI), 2021

87

15

0

12 May 2021

Learning Implicit Temporal Alignment for Few-shot Video ClassificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021

181

52

0

11 May 2021

MetaKernel: Learning Variational Random Features with Limited LabelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

106

8

0

08 May 2021

Updatable Siamese Tracker with Two-stage One-shot LearningPattern Recognition (Pattern Recogn.), 2021

183

12

0

30 Apr 2021

Few-shot learning via tensor hallucination

Michalis Lazarou

Yannis Avrithis

Tania Stathaki

103

4

0

19 Apr 2021

Pareto Self-Supervised Training for Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2021

Siteng Huang

165

134

0

16 Apr 2021

Learning Normal Dynamics in Videos with Meta Prototype NetworkComputer Vision and Pattern Recognition (CVPR), 2021

Hui Lv

Chong Chen

Zhen Cui

Chunyan Xu

Yong Li

Zhiqiang Wang

176

186

0

14 Apr 2021

Lite-HRNet: A Lightweight High-Resolution NetworkComputer Vision and Pattern Recognition (CVPR), 2021

Changqian Yu

Bin Xiao

Changxin Gao

Lu Yuan

Lei Zhang

Nong Sang

Jingdong Wang

3DH

152

361

0

13 Apr 2021

Conditional Hyper-Network for Blind Super-Resolution with Multiple DegradationsIEEE Transactions on Image Processing (TIP), 2021

Wei Ji

147

17

0

08 Apr 2021

Federated Few-Shot Learning with Adversarial LearningInternational Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt), 2021

Chenyou Fan

Jianwei Huang

FedML

167

34

0

01 Apr 2021