Namuk Park

how-do-vits-work. (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

flex. Probabilistic deep learning for data streams.

spatial-smoothing. (ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.

temporal-smoothing. (AAAI 2021) Official TensorFlow implementation of "Vector Quantized Bayesian Neural Network Inference for Data Streams", a temporal smoothing for efficient uncertainty estimation

flip. Fast and lightweight probability tools for a dataset and a data stream.

how-do-vits-work-storage.

cl-vs-mim-storage.