Permutation-based Causal Inference Algorithms with Interventions. - Yuhao Wang 005; Liam Solus; Karren D. Yang; Caroline Uhler (NIPS, 2017)

Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions. - Karren D. Yang; Abigail Katoff; Caroline Uhler (ICML, 2018)

ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery. - Raj Agrawal; Chandler Squires; Karren D. Yang; Karthikeyan Shanmugam; Caroline Uhler (AISTATS, 2019)

Scalable Unbalanced Optimal Transport using Generative Adversarial Networks. - Karren D. Yang; Caroline Uhler (ICLR (Poster), 2019)

Multi-Domain Translation by Learning Uncoupled Autoencoders. - Karren D. Yang; Caroline Uhler (CoRR, 2019)

Improved Conditional Flow Models for Molecule to Image Synthesis. - Karren D. Yang; Samuel Goldman; Wengong Jin; Alex Lu 002; Regina Barzilay; Tommi S. Jaakkola; Caroline Uhler (CoRR, 2020)

Optimal Transport using GANs for Lineage Tracing. - Neha Prasad; Karren D. Yang; Caroline Uhler (CoRR, 2020)

Predicting cell lineages using autoencoders and optimal transport. - Karren D. Yang; Karthik Damodaran; Saradha Venkatachalapathy; Ali Soylemezoglu; G. V. Shivashankar; Caroline Uhler (PLoS Comput. Biol., 2020)

Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis. - Karren D. Yang; Samuel Goldman; Wengong Jin; Alex X. Lu; Regina Barzilay; Tommi S. Jaakkola; Caroline Uhler (CVPR, 2021)

Text is all You Need: Personalizing ASR Models Using Controllable Speech Synthesis. - Karren D. Yang; Ting-Yao Hu; Jen-Hao Rick Chang; Hema Swetha Koppula; Oncel Tuzel (ICASSP, 2023)

Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks, Methods, and Applications. - Karren D. Yang; Anurag Ranjan; Jen-Hao Rick Chang; Raviteja Vemulapalli; Oncel Tuzel (CVPR, 2024)

Corpus Synthesis for Zero-Shot ASR Domain Adaptation Using Large Language Models. - Hsuan Su; Ting-Yao Hu; Hema Swetha Koppula; Raviteja Vemulapalli; Jen-Hao Rick Chang; Karren D. Yang; Gautam Varma Mantena; Oncel Tuzel (ICASSP, 2024)

Novel-view Acoustic Synthesis From 3D Reconstructed Rooms. - Byeongjoo Ahn; Karren D. Yang; Brian Hamilton; Jonathan Sheaffer; Anurag Ranjan; Miguel Sarabia; Oncel Tuzel; Jen-Hao Rick Chang (INTERSPEECH, 2024)

FastSR-NeRF: Improving NeRF Efficiency on Consumer Devices with A Simple Super-Resolution Pipeline. - Chien-Yu Lin; Qichen Fu; Thomas Merth; Karren D. Yang; Anurag Ranjan (WACV, 2024)

Hypernetworks for Personalizing ASR to Atypical Speech. - Max Müller-Eberstein; Dianna Yee; Karren D. Yang; Gautam Varma Mantena; Colin Lea (Trans. Assoc. Comput. Linguistics, 2024)