DEEP DELTA LEARNING
// Official Project Page for Deep Delta Learning (https://huggingface.co/papers/2601.00417)
Deep Delta Learning
Official Project Page for Deep Delta Learning (https://huggingface.co/papers/2601.00417)
13EmergingUnknown
What it does
Deep Delta Learning (DDL) represents a paradigm shift in residual network design. It generalizes the standard additive residual connection by modulating the identity shortcut with a learnable, data-dependent geometric transformation known as the Delta Operator. Authors: Yifan Zhang, Yifeng Liu, Mengdi Wang, Quanquan Gu Affiliations: Princeton University, UCLA Date: January 1st, 2026 [Webpage]
Getting Started
git
git clone https://github.com/yifanzhang-pro/deep-delta-learning