Industry
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram Jungwoo Oh
Despite this remarkable progress, there is a noticeable absence of datasets that combine electrocardiogram (ECG) data with question answering.
FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor
In our study, we first present a unified theoretical framework for SNN robustness constraint, which suggests that improving the encoding method and evolution of the membrane potential leak factor in spiking neurons can improve SNN robustness.
A Kernel Perspective on Distillation-based Collaborative Learning
To tackle this problem, we rigorously analyze a representative distillation-based algorithm in the view of kernel regression.
Markov Equivalence and Consistency in Differentiable Structure Learning Chang Deng Kevin Bello
These results are then generalized to general models and likelihoods, where the same claims hold.
Feature Selection in the Contrastive Analysis Setting
As such, it is often desired to select a small number of informative features to consider in subsequent analyses.
Noisy Dual Mirror Descent: A Near Optimal Algorithm for Jointly-DP Convex Resource Allocation
However, an emerging issue in allocation problems is data privacy.
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
Then we propose a platform, coined Geom3D, which enables benchmarking the effectiveness of geometric strategies.