Architectural Strategies for the optimization of Physics-Informed Neural Networksby Hemanth Saratchandran, Shin-Fang Chng, Simon LuceyFirst…
Using Motion Cues to Supervise Single-Frame Body Pose and Shape Estimation in Low Data Regimesby…
Stable and Robust Deep Learning By Hyperbolic Tangent Exponential Linear Unit (TeLU)by Alfredo Fernandez, Ankur…
Classification of Tennis Actions Using Deep Learningby Emil Hovad, Therese Hougaard-Jensen, Line Katrine Harder ClemmensenFirst…
Unified Training of Universal Time Series Forecasting Transformersby Gerald Woo, Chenghao Liu, Akshat Kumar, Caiming…
Leveraging Continuously Differentiable Activation Functions for Learning in Quantized Noisy Environmentsby Vivswan Shah, Nathan YoungbloodFirst…
On the Role of Initialization on the Implicit Bias in Deep Linear Networksby Oria Gruber,…
Timer: Generative Pre-trained Transformers Are Large Time Series Modelsby Yong Liu, Haoran Zhang, Chenyu Li,…
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learningby Lanqing Li, Hai Zhang, Xinyu…
Arithmetic Feature Interaction Is Necessary for Deep Tabular Learningby Yi Cheng, Renjun Hu, Haochao Ying,…