v1v2v3 (latest)

A Simple Neural Attentive Meta-Learner

11 July 2017

Pieter Abbeel

Papers citing "A Simple Neural Attentive Meta-Learner"

50 / 131 papers shown

Title
Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context VariablesAAAI Conference on Artificial Intelligence (AAAI), 2024 Yang Chen Xiao Lin Bo Yan Libo Zhang Jiamou Liu N. Tan Michael Witbrock OffRL AI4CE 80 5 0 04 Sep 2025
Transductive One-Shot Learning Meet Subspace DecompositionInternational Conference on Information Photonics (ICIP), 2025 Kyle Stein A. Mahyari Guillermo Francia III Eman El-Sheikh VLM 234 2 0 01 Apr 2025
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning Lanqing Li Hai Zhang Xinyu Zhang Shatong Zhu Siyue Tao Junqiao Zhao Pheng-Ann Heng OffRL 373 16 0 04 Feb 2024
Adaptive Growth: Real-time CNN Layer Expansion Yunjie Zhu Yunhao Chen 138 0 0 06 Sep 2023
Learning More Discriminative Local Descriptors for Few-shot Learning Qi Song Siyun Zhou Liwei Xu 116 2 0 15 May 2023
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning Yifan Xu Nicklas Hansen Zirui Wang Yung-Chieh Chan H. Su Zhuowen Tu OffRL 188 18 0 19 Oct 2022
Neural Routing in Meta Learning Jicang Cai Saeed Vahidian Weijia Wang M. Joneidi Bill Lin 110 0 0 14 Oct 2022
Hybrid Multimodal Feature Extraction, Mining and Fusion for Sentiment Analysis Jia Li Ziyang Zhang Jun Lang Yueqi Jiang Liuwei An ... Sheng Gao Jie Lin Chunxiao Fan Xiao Sun Meng Wang 162 35 0 05 Aug 2022
Self-Adaptive Label Augmentation for Semi-supervised Few-shot Classification Xueliang Wang Jianyu Cai Shuiwang Ji Houqiang Li Feng Wu Jie Wang 92 0 0 16 Jun 2022
Improved Meta Learning for Low Resource Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Satwinder Singh Ruili Wang Feng Hou 186 25 0 11 May 2022
Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot LearningSocial Science Research Network (SSRN), 2022 Peyman Bateni Jarred Barber Raghav Goyal Vaden Masrani Jan-Willem van de Meent Leonid Sigal Frank Wood BDL VLM 170 10 0 13 Jan 2022
Accelerating Gradient-based Meta Learner Varad Pimpalkhute Amey Pandit Mayank Mishra Rekha Singhal 72 1 0 27 Oct 2021
LEADS: Learning Dynamical Systems that Generalize Across EnvironmentsNeural Information Processing Systems (NeurIPS), 2021 Yuan Yin Ibrahim Ayed Emmanuel de Bézenac Nicolas Baskiotis Patrick Gallinari OOD 155 43 0 08 Jun 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 173 184 0 08 Feb 2021
Towards Continual Reinforcement Learning: A Review and PerspectivesJournal of Artificial Intelligence Research (JAIR), 2020 Khimya Khetarpal Matthew D Riemer Irina Rish Doina Precup CLL OffRL 425 369 0 25 Dec 2020
Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited CommunicationACM Interational Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2020 Sen Lin M. Dedeoglu Junshan Zhang FedML 165 6 0 15 Dec 2020
Iterative label cleaning for transductive and semi-supervised few-shot learningIEEE International Conference on Computer Vision (ICCV), 2020 Michalis Lazarou Tania Stathaki Yannis Avrithis 400 72 0 14 Dec 2020
Variable-Shot Adaptation for Online Meta-Learning Tianhe Yu Xinyang Geng Chelsea Finn Sergey Levine CLL OffRL 118 4 0 14 Dec 2020
ReMP: Rectified Metric Propagation for Few-Shot Learning Yang Zhao Chunyuan Li Ping Yu Changyou Chen 215 7 0 02 Dec 2020
Multi-scale Adaptive Task Attention Network for Few-Shot LearningInternational Conference on Pattern Recognition (ICPR), 2020 Haoxing Chen Huaxiong Li Yaohui Li Chunlin Chen 152 32 0 30 Nov 2020
Parrot: Data-Driven Behavioral Priors for Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2020 Avi Singh Huihan Liu G. Zhou Albert Yu Nicholas Rhinehart Sergey Levine OffRL OnRL 189 155 0 19 Nov 2020
Testing the Genomic Bottleneck Hypothesis in Hebbian Meta-Learning Rasmus Berg Palm Elias Najarro S. Risi 147 3 0 13 Nov 2020
FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyographyIEEE transactions on neural systems and rehabilitation engineering (TNSRE), 2020 E. Rahimian Soheil Zabihi A. Asif Dario Farina S. F. Atashzar Arash Mohammadi 93 109 0 11 Nov 2020
A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement LearningInternational Conference on Machine Learning (ICML), 2020 Dong-Ki Kim Miao Liu Matthew D Riemer Chuangchuang Sun Marwa Abdulhai Golnaz Habibi Sebastian Lopez-Cot Gerald Tesauro Jonathan P. How 368 63 0 31 Oct 2020
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple ExtractionInternational Conference on Computational Linguistics (COLING), 2020 Haiyang Yu Ningyu Zhang Shumin Deng Hongbin Ye Wei Zhang Huajun Chen 141 51 0 30 Oct 2020
MELD: Meta-Reinforcement Learning from Images via Latent State ModelsConference on Robot Learning (CoRL), 2020 Tony Zhao Anusha Nagabandi Kate Rakelly Chelsea Finn Sergey Levine OffRL 206 36 0 26 Oct 2020
FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization Lanqing Li Rui Yang Dijun Luo OffRL 261 8 0 02 Oct 2020
Meta-Consolidation for Continual LearningNeural Information Processing Systems (NeurIPS), 2020 K. J. Joseph V. Balasubramanian CLL 156 59 0 01 Oct 2020
Few-shot Learning with LSSVM Base Learner and Transductive Modules Haoqing Wang Zhihong Deng 103 3 0 12 Sep 2020
Region Comparison Network for Interpretable Few-shot Image Classification Z. Xue Lixin Duan Wen Li Lin Chen Jiebo Luo 129 17 0 08 Sep 2020
Sparse Meta Networks for Sequential Adaptation and its Application to Adaptive Language Modelling Tsendsuren Munkhdalai CLL OffRL 130 5 0 03 Sep 2020
Yet Meta Learning Can Adapt Fast, It Can Also Break EasilySDM (SDM), 2020 Han Xu Yaxin Li Xiaorui Liu Hui Liu Shucheng Zhou AAML 180 13 0 02 Sep 2020
Improved Bilevel Model: Fast and Optimal Algorithm with Theoretical Guarantee Junyi Li Bin Gu Heng-Chiao Huang 152 42 0 01 Sep 2020
Offline Meta-Reinforcement Learning with Advantage Weighting E. Mitchell Rafael Rafailov Xue Bin Peng Sergey Levine Chelsea Finn OffRL 324 113 0 13 Aug 2020
Few-shot Classification via Adaptive Attention Zihang Jiang Bingyi Kang Kuangqi Zhou Jiashi Feng 166 25 0 06 Aug 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 182 60 0 30 Jul 2020
How to trust unlabeled data? Instance Credibility Inference for Few-Shot LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Yikai Wang Li Zhang Xingtai Lv Yanwei Fu 260 53 0 15 Jul 2020
Gradient-EM Bayesian Meta-learning Yayi Zou Xiaoqi Lu BDL 174 16 0 21 Jun 2020
Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models Siavash Khodadadeh Sharare Zehtabian Saeed Vahidian Weijia Wang Bill Lin Ladislau Bölöni 118 39 0 18 Jun 2020
Enhancing Few-Shot Image Classification with Unlabelled Examples Peyman Bateni Jarred Barber Jan-Willem van de Meent Frank Wood VLM SSL 503 60 0 17 Jun 2020
Learning-to-Learn Personalised Human Activity Recognition Models A. Wijekoon Nirmalie Wiratunga HAI 91 4 0 12 Jun 2020
A Brief Look at Generalization in Visual Meta-Reinforcement Learning Safa Alver Doina Precup OffRL 168 8 0 12 Jun 2020
Meta-Reinforcement Learning Robust to Distributional Shift via Model Identification and Experience Relabeling Russell Mendonca Xinyang Geng Chelsea Finn Sergey Levine OOD OffRL 220 40 0 12 Jun 2020
Compositional Few-Shot Recognition with Primitive Discovery and Enhancing Yixiong Zou Shanghang Zhang Ke Chen Yonghong Tian Yaowei Wang J. M. F. Moura 148 32 0 12 May 2020
Dynamic Memory Induction Networks for Few-Shot Text Classification Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 90 82 0 12 May 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples Jason Krone Yi Zhang Mona T. Diab VLM 167 50 0 22 Apr 2020
TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition Rami Ben-Ari Mor Shpigel Ophir Azulai Udi Barzelay Daniel Rotman ViT 186 27 0 21 Apr 2020
Dynamic Knowledge Graph-based Dialogue Generation with Improved Adversarial Meta-Learning Hongcai Xu J. Bao Gaojie Zhang 154 8 0 19 Apr 2020
Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning Hongcai Xu J. Bao Junqing Wang 126 9 0 19 Apr 2020
Meta-Meta Classification for One-Shot LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Arkabandhu Chowdhury Dipak Chaudhari Swarat Chaudhuri C. Jermaine 153 5 0 17 Apr 2020