Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
Transparent Networks for Multivariate Time Series
Minkyu Kim, Suan Lee, Jinho Kim
Transparent models, which provide inherently interpretable predictions, are receiving significant attention in high-stakes domains. However, despite much real-world data being coll…
cs.LG2023
Diffusion-C: Unveiling the Generative Challenges of Diffusion Models through Corrupted Data
Keywoong Bae, Suan Lee, Wookey Lee
In our contemporary academic inquiry, we present "Diffusion-C," a foundational methodology to analyze the generative restrictions of Diffusion Models, particularly those akin to GA…