International Conference on Deep Learning ICDL on October 06-07, 2023 in Beijing, China

Deep learning Optimization Large-scale optimization Hyper-parameter optimization Model structure optimization Regularization Observation-dependent regularization Generative models as regularization: semi-supervised learning Structured learning Temporal models with long-term dependencies Deep learning with multiple modalities, including vision, speech and languages Unsupervised/generative modeling Efficient (Bayesian) inference for deep learning Large-scale generative modelling Reinforcement learning Learning representations for reinforcement learning Deep model-based and data-efficient reinforcement learning </div>