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03/13/2023
A Review of Bayesian Methods in Electronic Design Automation
The utilization of Bayesian methods has been widely acknowledged as a vi...
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09/19/2022
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation
Optical computing is an emerging technology for next-generation efficien...
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07/22/2022
Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion
Data lies at the core of modern deep learning. The impressive performanc...
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06/15/2022
A Simple Data Mixing Prior for Improving Self-Supervised Learning
Data mixing (e.g., Mixup, Cutmix, ResizeMix) is an essential component f...
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06/13/2022
The Modality Focusing Hypothesis: On the Blink of Multimodal Knowledge Distillation
Multimodal knowledge distillation (KD) extends traditional knowledge dis...
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06/23/2021
Co-advise: Cross Inductive Bias Distillation
Transformers recently are adapted from the community of natural language...
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03/26/2021
Multimodal Knowledge Expansion
The popularity of multimodal sensors and the accessibility of the Intern...
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01/20/2020