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Poster
Mon 17:00 Meta-Learning with Neural Tangent Kernels
Yufan Zhou · Zhenyi Wang · Jiayi Xian · Changyou Chen · Jinhui Xu
Spotlight
Wed 12:58 Grounded Language Learning Fast and Slow
Felix Hill · Olivier Tieleman · Tamara von Glehn · Nathaniel Wong · Hamza Merzic · Stephen Clark
Poster
Wed 9:00 Theoretical bounds on estimation error for meta-learning
James Lucas · Mengye Ren · Irene Raissa KAMENI KAMENI · Toniann Pitassi · Richard Zemel
Poster
Mon 9:00 Learning with AMIGo: Adversarially Motivated Intrinsic Goals
Andres Campero · Roberta Raileanu · Heinrich Kuttler · Joshua B Tenenbaum · Tim Rocktaeschel · Ed Grefenstette
Poster
Thu 1:00 Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning
Namyeong Kwon · Hwidong Na · Gabriel Huang · Simon Lacoste-Julien
Spotlight
Mon 21:56 Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning
Dong Bok Lee · Dongchan Min · Seanie Lee · Sung Ju Hwang
Poster
Mon 17:00 On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning
Ren Wang · Kaidi Xu · Sijia Liu · Pin-Yu Chen · Tsui-Wei Weng · Chuang Gan · Meng Wang
Poster
Mon 1:00 MetaNorm: Learning to Normalize Few-Shot Batches Across Domains
Yingjun Du · Xiantong Zhen · Ling Shao · Cees G Snoek
Poster
Thu 9:00 A teacher-student framework to distill future trajectories
Alexander Neitz · Giambattista Parascandolo · Bernhard Schoelkopf
Poster
Wed 9:00 HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks
Zhou Xian · Shamit Lal · Hsiao-Yu Tung · Anthony Platanios · Katerina Fragkiadaki
Poster
Mon 9:00 Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models
Siavash Khodadadeh · Sharare Zehtabian · Saeed Vahidian · Weijia Wang · Bill Lin · Ladislau Boloni
Poster
Thu 9:00 Meta-learning with negative learning rates
Alberto Bernacchia