05/22/2025 - We developed a lightweight registration package featuring several top-performing models, along with tutorials on how to deploy them on some public datasets and benchmarks. See details ...

Film efficient net based image tokenizer backbone Token learner based compression of input tokens Transformer for end to end robotic control Testing utilities ...

Abstract: Time series forecasting has attracted significant interest across various fields in recent years. Notably, Transformers have been extensively investigated for long-term time series ...

Abstract: Convolutional Neural Networks (CNNs) dominate image processing but suffer from local inductive bias, which is addressed by the transformer framework with its inherent ability to capture ...