Enhancing Transformer Backbone for Egocentric Video Action Segmentation

no code implementations • 19 May 2023 • Sakib Reza, Balaji Sundareshan, Mohsen Moghaddam, Octavia Camps

Therefore, it is necessary to improve transformers to enhance the robustness of action segmentation models.

Action Segmentation Decoder +3

Adaptable Automation with Modular Deep Reinforcement Learning and Policy Transfer

no code implementations • 27 Nov 2020 • Zohreh Raziei, Mohsen Moghaddam

Recent advances in deep Reinforcement Learning (RL) have created unprecedented opportunities for intelligent automation, where a machine can autonomously learn an optimal policy for performing a given task.

reinforcement-learning Reinforcement Learning (RL) +1

Garment Design with Generative Adversarial Networks

no code implementations • 21 Jul 2020 • Chenxi Yuan, Mohsen Moghaddam

The designers' tendency to adhere to a specific mental set and heavy emotional investment in their initial ideas often hinder their ability to innovate during the design thinking and ideation process.

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