Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Designby…
SAFE-RL: Saliency-Aware Counterfactual Explainer for Deep Reinforcement Learning Policiesby Amir Samadi, Konstantinos Koufos, Kurt Debattista,…
Generative Dataset Distillation: Balancing Global Structure and Local Detailsby Longzhen Li, Guang Li, Ren Togo,…
Uncertainty in latent representations of variational autoencoders optimized for visual tasksby Josefina Catoni, Domonkos Martos,…
An Economic Solution to Copyright Challenges of Generative AIby Jiachen T. Wang, Zhun Deng, Hiroaki…
Tailoring Generative Adversarial Networks for Smooth Airfoil Designby Joyjit Chattoraj, Jian Cheng Wong, Zhang Zexuan,…
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioningby Xiao Li, Yong Jiang, Shen…
State-space systems as dynamic generative modelsby Juan-Pablo Ortega, Florian RossmannekFirst submitted to arxiv on: 12…
A Fixed-Point Approach for Causal Generative Modelingby Meyer Scetbon, Joel Jennings, Agrin Hilmkil, Cheng Zhang,…
Taming Transformers for Realistic Lidar Point Cloud Generationby Hamed Haghighi, Amir Samadi, Mehrdad Dianati, Valentina…