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Meta Networks

2 March 2017

Tsendsuren Munkhdalai

Papers citing "Meta Networks"

50 / 489 papers shown

Title
Toward Better Generalization in Few-Shot Learning through the Meta-Component Combination Qiuhao Zeng 86 0 0 07 Nov 2025
Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent DetectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Shiman Zhao Shangyuan Li Wei Chen Tengjiao Wang Jiahui Yao Jiabin Zheng Kam Fai Wong 83 0 0 09 Oct 2025
Adaptive Policy Backbone via Shared Network Bumgeun Park Donghwan Lee OffRL OnRL 148 0 0 26 Sep 2025
Harnessing Meta-Learning for Controllable Full-Frame Video Stabilization M. K. Ali Eun Woo Im Dongjin Kim Tae Hyun Kim Vivek Gupta Haonan Luo Tianrui Li 68 1 0 26 Aug 2025
Fast weight programming and linear transformers: from machine learning to neurobiology Kazuki Irie Samuel J. Gershman 108 0 0 11 Aug 2025
Learning to Imitate with Less: Efficient Individual Behavior Modeling in Chess Zhenwei Tang Difan Jiao Eric Xue Reid McIlroy-Young Jon M. Kleinberg S. Sen Ashton Anderson 195 1 0 29 Jul 2025
Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification Wei Zhuo Runjie Luo Wufeng Xue Linlin Shen 236 0 0 28 Jul 2025
Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection Subhajit Maity A. Bhunia Subhadeep Koley Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 358 0 0 10 Jul 2025
Reliable Few-shot Learning under Dual NoisesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Ji Zhang Jingkuan Song Lianli Gao Andrii Zadaianchuk Heng Tao Shen NoLa 278 7 0 19 Jun 2025
Detecting Sockpuppetry on Wikipedia Using Meta-LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Luc Raszewski Christine De Kock 632 1 0 12 Jun 2025
MISE: Meta-knowledge Inheritance for Social Media-Based Stressor EstimationThe Web Conference (WWW), 2025 Xin Wang Ling Feng Huijun Zhang Lei Cao Kaisheng Zeng Qi Li Yang Ding Yi Dai David A. Clifton 274 2 0 03 May 2025
Partitioned Memory Storage Inspired Few-Shot Class-Incremental learning Renye Zhang Yimin Yin Jinghua Zhang CLL 205 0 0 29 Apr 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot AutonomyThe international journal of robotics research (IJRR), 2024 Chen Wang Kaiyi Ji Shaoshu Su Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Yue Yang Xiao Lin Zhipeng Zhao SSL 478 21 0 28 Jan 2025
Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention MechanismsNeural Networks (NN), 2024 Fatemeh Askari Amirreza Fateh Mohammad Reza Mohammadi 422 14 0 17 Jan 2025
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation Han Liu Yinwei Wei Fan Liu Wenjie Wang Liqiang Nie Tat-Seng Chua 266 30 0 13 Jan 2025
Meta-Learning for Physically-Constrained Neural System Identification Ankush Chakrabarty Gordon Wichern Vedang M. Deshpande Abraham P. Vinod Karl Berntorp C. Laughman 122 1 0 10 Jan 2025
SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation Xudong Zhou Wenhao He VLM 141 0 0 15 Dec 2024
Hierarchical Prompt Decision Transformer: Improving Few-Shot Policy Generalization with Global and Adaptive GuidanceThe Web Conference (WWW), 2024 Zhe Wang Haozhu Wang Yanjun Qi OffRL 324 1 0 01 Dec 2024
Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts Hongcheng Gao Tianyu Pang Chao Du Taihang Hu Zhijie Deng Min Lin DiffM 240 17 0 16 Oct 2024
Overcoming classic challenges for artificial neural networks by providing incentives and practiceNature Machine Intelligence (Nat. Mach. Intell.), 2024 Kazuki Irie Brenden M. Lake 458 3 0 14 Oct 2024
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio TaggingIEEE Open Journal of Signal Processing (JOSP), 2024 Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 349 5 0 17 Sep 2024
Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained FeaturesInternational Conference on Information and Knowledge Management (CIKM), 2019 M. Fan Yeqi Bai Mingming Sun Ping Li 153 36 0 06 Sep 2024
A New First-Order Meta-Learning Algorithm with Convergence Guarantees El Mahdi Chayti Martin Jaggi 173 4 0 05 Sep 2024
MU-MAE: Multimodal Masked Autoencoders-Based One-Shot LearningConference on Multimedia Information Processing and Retrieval (MIPR), 2024 Rex Liu Xin Liu 203 1 0 08 Aug 2024
Robust Fast Adaptation from Adversarially Explicit Task Distribution GenerationKnowledge Discovery and Data Mining (KDD), 2024 Cheems Wang Yiqin Lv Yixiu Mao Yun Qu Yi Tian Xu Xiangyang Ji OOD TTA 429 13 0 28 Jul 2024
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization Jinlong Li Zequn Jie Elisa Ricci Lin Ma Andrii Zadaianchuk VLM 284 0 0 11 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 311 4 0 09 Jul 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Jianlong Wu Yue Yu Guohao Li Ming-Hsuan Yang Liqiang Nie M. Zhang Mamba 406 9 0 08 Jul 2024
KernelWarehouse: Rethinking the Design of Dynamic Convolution Chao Li Anbang Yao 183 6 0 12 Jun 2024
Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach Georgios Tsoumplekas C. Athanasiadis Dimitrios I. Doukas Antonios C. Chrysopoulos P. Mitkas AI4TS 194 8 0 09 Jun 2024
Perturbing the Gradient for Alleviating Meta Overfitting Manas Gogoi Sambhavi Tiwari Shekhar Verma 183 1 0 20 May 2024
Support-Query Prototype Fusion Network for Few-shot Medical Image Segmentation Sissi Xiaoxiao Wu Zhenguo Gao Xiaowei Chen Yakai Wang Shulei Qu Na Li OOD 265 2 0 13 May 2024
Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention Tsendsuren Munkhdalai Manaal Faruqui Siddharth Gopal LRM LLMAG CLL 285 160 0 10 Apr 2024
Prompt Learning via Meta-Regularization Jinyoung Park Juyeon Ko Hyunwoo J. Kim VLM VPVLM 248 38 0 01 Apr 2024
Hierarchical Recurrent Adapters for Efficient Multi-Task Adaptation of Large Speech Models Tsendsuren Munkhdalai Youzheng Chen K. Sim Fadi Biadsy Tara N. Sainath P. M. Mengibar 154 1 0 25 Mar 2024
CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV Inspections Zhen Yao Jiawei Xu Shuhang Hou Mooi Choo Choo Chuah 239 14 0 05 Mar 2024
Few-Shot Relation Extraction with Hybrid Visual Evidence Jiaying Gong Hoda Eldardiry 274 2 0 01 Mar 2024
Diffusion Cross-domain Recommendation Yuner Xuan DiffM 171 9 0 03 Feb 2024
HyperPlanes: Hypernetwork Approach to Rapid NeRF Adaptation Pawel Batorski Dawid Malarz Marcin Przewiȩźlikowski Marcin Mazur S. Tadeja Przemysław Spurek 220 2 0 02 Feb 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space A. Mottaghi Mohammad Abdullah Jamal Serena Yeung Omid Mohareri 138 1 0 23 Jan 2024
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models Reda Bensaid Vincent Gripon Franccois Leduc-Primeau Lukas Mauch G. B. Hacene Fabien Cardinaux VLM 239 10 0 20 Jan 2024
Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image RecognitionIEEE transactions on multimedia (IEEE TMM), 2024 Hefeng Wu Guangzhi Ye Ziyang Zhou Ling Tian Qing Wang Liang Lin 164 5 0 13 Jan 2024
Leveraging Normalization Layer in Adapters With Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning Yongjin Yang Taehyeon Kim SeYoung Yun 174 7 0 18 Dec 2023
Target-Free Compound Activity Prediction via Few-Shot Learning Peter Eckmann Jake Anderson Michael K. Gilson Rose Yu 139 2 0 27 Nov 2023
When Meta-Learning Meets Online and Continual Learning: A Survey Jaehyeon Son Soochan Lee Gunhee Kim OOD CLL 317 21 0 09 Nov 2023
Adaptive Anchor Label Propagation for Transductive Few-Shot LearningInternational Conference on Information Photonics (ICIP), 2023 Michalis Lazarou Yannis Avrithis Guangyu Ren Tania Stathaki 128 1 0 30 Oct 2023
Learning to Generate Parameters of ConvNets for Unseen Image DataIEEE Transactions on Image Processing (IEEE TIP), 2023 Shiye Wang Kaituo Feng Changsheng Li Ye Yuan Guoren Wang 267 1 0 18 Oct 2023
Heterogenous Memory Augmented Neural Networks Zihan Qiu Zhen Liu Shuicheng Yan Shanghang Zhang Jie Fu 161 0 0 17 Oct 2023
In-Context Learning for Few-Shot Molecular Property Prediction Christopher Fifty J. Leskovec Sebastian Thrun 217 9 0 13 Oct 2023
On the Role of Neural Collapse in Meta Learning Models for Few-shot Learning Saaketh Medepalli Naren Doraiswamy 147 1 0 30 Sep 2023