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Poster
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Evaluating Long-Term Memory in 3D Mazes
Jurgis Pašukonis · Timothy Lillicrap · Danijar Hafner
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Poster
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Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs
Yu Duan · Zhongfan Jia · Qian Li · Yi Zhong · Kaisheng Ma
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Poster
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Mon 7:30
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Spatial Attention Kinetic Networks with E(n)-Equivariance
Yuanqing Wang · John Chodera
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Poster
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Wed 2:30
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Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning
Deyao Zhu · Li Li · Mohamed Elhoseiny
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Workshop
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Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects
Chenhong Zhou · Xiaorui Zhang · Meng Gao · Shanshan Liu · Yike Guo · Jie Chen
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Poster
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MMVAE+: Enhancing the Generative Quality of Multimodal VAEs without Compromises
Emanuele Palumbo · Imant Daunhawer · Julia E Vogt
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Poster
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Mon 2:30
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Identifiability Results for Multimodal Contrastive Learning
Imant Daunhawer · Alice Bizeul · Emanuele Palumbo · Alexander Marx · Julia E Vogt
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Poster
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Mon 2:30
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Learning Group Importance using the Differentiable Hypergeometric Distribution
Thomas Sutter · Laura Manduchi · Alain Ryser · Julia E Vogt
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Oral
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Mon 1:30
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Learning Group Importance using the Differentiable Hypergeometric Distribution
Thomas Sutter · Laura Manduchi · Alain Ryser · Julia E Vogt
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Poster
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Sparse Distributed Memory is a Continual Learner
Trenton Bricken · Xander Davies · Deepak Singh · Dmitry Krotov · Gabriel Kreiman
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Poster
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Mon 7:30
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POPGym: Benchmarking Partially Observable Reinforcement Learning
Steven Morad · Ryan Kortvelesy · Matteo Bettini · Stephan Liwicki · Amanda Prorok
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Poster
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Mon 7:30
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Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning
Fahad Sarfraz · Elahe Arani · Bahram Yoosefizonooz
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