no code implementations • 29 Feb 2024 • Haoye Lu, Spencer Szabados, YaoLiang Yu
Diffusion models have become the leading distribution-learning method in recent years.
no code implementations • NeurIPS 2021 • Haoye Lu, Yongyi Mao, Maia Fraser
In particular, we describe a convex optimization problem that arises in a family of estimation tasks commonly appearing in the design of deep learning models.
1 code implementation • ICLR 2021 • Haoye Lu, Yongyi Mao, Amiya Nayak
The attention mechanism has been widely used in deep neural networks as a model component.
no code implementations • 14 Jun 2020 • Haoye Lu, Haolong Zhang, Amit Nayak
Audio classification is considered as a challenging problem in pattern recognition.