MetaDL@AAAI

Publications

2021

Haniye Kashgarani, Lars Kotthoff
Is Algorithm Selection Worth It? Comparing Selecting Single Algorithms and Parallel Execution. MetaDL@AAAI (2021)
Henry Kvinge, Zachary New, Nico Courts, Jung H. Lee, Lauren A. Phillips, Courtney D. Corley, Aaron Tuor, Andrew Avila, Nathan O. Hodas
Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning. MetaDL@AAAI (2021)
Yudong Chen, Chaoyu Guan, Zhikun Wei, Xin Wang, Wenwu Zhu
MetaDelta: A Meta-Learning System for Few-shot Image Classification. MetaDL@AAAI (2021)
Tomás Chobola, Daniel Vasata, Pavel Kordík
Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network. MetaDL@AAAI (2021)
Zhengying Liu, Isabelle Guyon
Asymptotic Analysis of Meta-learning as a Recommendation Problem. MetaDL@AAAI (2021)
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
Learning to Continually Learn Rapidly from Few and Noisy Data. MetaDL@AAAI (2021)
Aroof Aimen, Sahil Sidheekh, Vineet Madan, Narayanan C. Krishnan
Stress Testing of Meta-learning Approaches for Few-shot Learning. MetaDL@AAAI (2021)
Anay Majee, Kshitij Agrawal, Anbumani Subramanian
Few-Shot Learning for Road Object Detection. MetaDL@AAAI (2021)
Ahmed Ayyad, Yuchen Li, Raden Muaz, Shadi Albarqouni, Mohamed Elhoseiny
Semi-Supervised Few-Shot Learning with Prototypical Random Walks. MetaDL@AAAI (2021)
Eric Mitchell, Chelsea Finn, Christopher D. Manning
Challenges of Acquiring Compositional Inductive Biases via Meta-Learning. MetaDL@AAAI (2021)
Rui Leite, Pavel Brazdil
Exploiting Performance-based Similarity between Datasets in Metalearning. MetaDL@AAAI (2021)
Adrian El Baz, Isabelle Guyon, Zhengying Liu, Jan N. van Rijn, Sébastien Treguer, Joaquin Vanschoren
Advances in MetaDL: AAAI 2021 Challenge and Workshop. MetaDL@AAAI (2021)
Mikhail M. Meskhi, Adriano Rivolli, Rafael G. Mantovani, Ricardo Vilalta
Learning Abstract Task Representations. MetaDL@AAAI (2021)

volume 140, 2021

AAAI Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021. MetaDL@AAAI 140 (2021)