Summary of Understand the Effectiveness Of Shortcuts Through the Lens Of Dca, by Youran Sun et al.
Understand the Effectiveness of Shortcuts through the Lens of DCAby Youran Sun, Yihua Liu, Yi-Shuai…
Summary of Distribution Free Uncertainty Quantification in Neuroscience-inspired Deep Operators, by Shailesh Garg and Souvik Chakraborty
Distribution free uncertainty quantification in neuroscience-inspired deep operatorsby Shailesh Garg, Souvik ChakrabortyFirst submitted to arxiv…
Summary of Hybrid Variable Spiking Graph Neural Networks For Energy-efficient Scientific Machine Learning, by Isha Jain and Shailesh Garg and Shaurya Shriyam and Souvik Chakraborty
Hybrid variable spiking graph neural networks for energy-efficient scientific machine learningby Isha Jain, Shailesh Garg,…
Summary of Towards Modeling Evolving Longitudinal Health Trajectories with a Transformer-based Deep Learning Model, by Hans Moen et al.
Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning modelby Hans Moen, Vishnu…
Summary of Training Physical Neural Networks For Analog In-memory Computing, by Yusuke Sakemi et al.
Training Physical Neural Networks for Analog In-Memory Computingby Yusuke Sakemi, Yuji Okamoto, Takashi Morie, Sou…
Summary of Integrating Optimization Theory with Deep Learning For Wireless Network Design, by Sinem Coleri et al.
Integrating Optimization Theory with Deep Learning for Wireless Network Designby Sinem Coleri, Aysun Gurur Onalan,…
Summary of Words Of War: Exploring the Presidential Rhetorical Arsenal with Deep Learning, by Wyatt Scott et al.
Words of War: Exploring the Presidential Rhetorical Arsenal with Deep Learningby Wyatt Scott, Brett Genz,…
Summary of Gradstop: Exploring Training Dynamics in Unsupervised Outlier Detection Through Gradient Cohesion, by Yuang Zhang et al.
GradStop: Exploring Training Dynamics in Unsupervised Outlier Detection through Gradient Cohesionby Yuang Zhang, Liping Wang,…
Summary of Analyzing and Mitigating Model Collapse in Rectified Flow Models, by Huminhao Zhu et al.
Analyzing and Mitigating Model Collapse in Rectified Flow Modelsby Huminhao Zhu, Fangyikang Wang, Tianyu Ding,…
Summary of Diffusion-based Data Augmentation and Knowledge Distillation with Generated Soft Labels Solving Data Scarcity Problems Of Sar Oil Spill Segmentation, by Jaeho Moon et al.
Diffusion-based Data Augmentation and Knowledge Distillation with Generated Soft Labels Solving Data Scarcity Problems of…