Erik Sudderth

Professor

Personal homepage

Students: Jimin Heo, Mehrnaz Motamed, Aaron Mui

Publications

"It's trained by non-disabled people": Evaluating How Image Quality Affects Product Captioning with Vision-Language Models

Kapil Garg, Xinru Tang, Jimin Heo, Dwayne R. Morgan, Darren Gergle, Erik B. Sudderth, Anne Marie Piper

CHI, 2026.

Abstract PDF arXiv
VIPaint: Image Inpainting with Pre-Trained Diffusion Models via Variational Inference

Sakshi Agarwal, Gabriel Hope, Jimin Heo, Erik B. Sudderth

AISTATS, 2026.

Abstract PDF arXiv
Learning to be Smooth: An End-to-End Differentiable Particle Smoother

Ali Younis, Erik B. Sudderth

NeurIPS, 2024.

Abstract PDF NeurIPS arXiv
Differentiable and Stable Long-Range Tracking of Multiple Posterior Modes

Ali Younis, Erik B. Sudderth

NeurIPS, 2023.

Abstract PDF NeurIPS arXiv
Unbiased learning of deep generative models with structured discrete representations

Henry C. Bendekgey, Gabe Hope, Erik B. Sudderth

NeurIPS, 2023.

Abstract PDF NeurIPS arXiv
Thinned random measures for sparse graphs with overlapping communities

Federica Zoe Ricci, Michele Guindani, Erik B. Sudderth

NeurIPS, 2022.

Abstract NeurIPS
Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints

Harry Bendekgey, Erik B. Sudderth

NeurIPS, 34, 30023-30036, 2021.

Abstract NeurIPS
Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts

Zhile Ren, Erik B. Sudderth

IEEE Trans. Pattern Anal. Mach. Intell., 42, 2670-2683, 2020.

Abstract PDF arXiv DOI
3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers

Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes

ICCV, 2172-2182, 2019.

Abstract PDF ICCV DOI
A Fusion Approach for Multi-Frame Optical Flow Estimation

Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

WACV, 2077-2086, 2019.

Abstract PDF arXiv DOI
Multi-layer Depth and Epipolar Feature Transformers for 3D Scene Reconstruction

Daeyun Shin, Zhile Ren, Erik B. Sudderth, Charless C. Fowlkes

CVPR Workshops, 39-43, 2019.

Abstract PDF arXiv
3D Object Detection With Latent Support Surfaces

Zhile Ren, Erik B. Sudderth

CVPR, 937-946, 2018.

Abstract CVPR DOI
A Simple and Effective Fusion Approach for Multi-frame Optical Flow Estimation

Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

ECCV Workshops (6), 706-710, 2018.

Abstract DOI