Asia
Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral Generalizations
Work completed at the University of Washington. Work completed at Microsoft Research.
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering Yizhen Luo
Studying protein mutations within amino acid sequences holds tremendous significance in life sciences.
b39cef2ef90591cffdc9c674cd55bebe-Supplemental-Conference.pdf
In practice, when training denoisers, we sample multiple noisy samples for each clean image and minimize the Mean Squared Error (MSE) loss for recovering the clean image.
b39cef2ef90591cffdc9c674cd55bebe-Paper-Conference.pdf
In practice, when training denoisers, we sample multiple noisy samples for each clean image and minimize the Mean Squared Error (MSE) loss for recovering the clean image.
Cones 2: Customizable Image Synthesis with Multiple Subjects
We then propose to employ layout, a very abstract and easy-to-obtain prior, as the spatial guidance for subject arrangement.
Discrete-state Continuous-time Diffusion for Graph Generation
Diffusion generative models, as an emerging research focus, have been applied to graph generation tasks.
Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time
They do not study how the population loss decreases during the first stage.