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Many-body Approximation for Non-negative Tensors
We present an alternative approach to decompose non-negative tensors, called many-body approximation .
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ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation
Temporal action segmentation and long-term action anticipation are two popular vision tasks for the temporal analysis of actions in videos.
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Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback
In this work, we study the low-rank MDPs with adversarially changed losses in the full-information feedback setting.
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Approximating Real-Time Recurrent Learning with Random Kronecker Factors
Asier Mujika, Florian Meier, Angelika Steger
Wealso confirm these theoretical results experimentally. Further,we showempirically thattheKF-RTRLalgorithm captures long-term dependencies and almost matches the performance of TBPTT on real world tasks by trainingRecurrent Highway Networks on a synthetic string memorization task and onthe Penn TreeBank task, respectively.
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