Automated Extraction of Surgical Needles from Tissue Phantoms. - Priya Sundaresan; Brijen Thananjeyan; Johnathan Chiu; Danyal Fer; Ken Goldberg (CASE, 2019)

Formal Analysis and Redesign of a Neural Network-Based Aircraft Taxiing System with VerifAI. - Daniel J. Fremont; Johnathan Chiu; Dragos D. Margineantu; Denis Osipychev; Sanjit A. Seshia (CAV (1), 2020)

Modeling Image Quantization Tradeoffs for Optimal Compression. - Johnathan Chiu (CoRR, 2021)

Designing a Recurrent Neural Network to Learn a Motion Planner for High-Dimensional Inputs. - Johnathan Chiu (CoRR, 2022)

Structure and Content-Guided Video Synthesis with Diffusion Models. - Patrick Esser; Johnathan Chiu; Parmida Atighehchian; Jonathan Granskog; Anastasis Germanidis (ICCV, 2023)

Variable Length Embeddings. - Johnathan Chiu; Andi Gu; Matt Zhou (CoRR, 2023)

Exploiting Inductive Biases in Video Modeling through Neural CDEs. - Johnathan Chiu; Samuel Duffield; Max Hunter Gordon; Kaelan Donatella; Maxwell Aifer; Andi Gu (CoRR, 2023)

Scalable Bayesian Learning with posteriors. - Samuel Duffield; Kaelan Donatella; Johnathan Chiu; Phoebe Klett; Daniel Simpson (ICLR, 2025)