Vision Transformer Finetuning Benefits from Non-Smooth Components

TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and detect anomalies using multiple foundation models through a sing…

Provable Benefits of In-Tool Learning for Large Language Models

Domain adaptation toolbox compatible with scikit-learn and pytorch

Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification

[ICLR 2025] Official implementation of DICL (Disentangled In-Context Learning), featured in the paper "Zero-shot Model-based Reinforcement Learning using Large Language Models".

[CVPR 2025] From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport

Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Forecasting.