Computational vision at UC Irvine

We study how visual information is represented, organised and understood, spanning recognition and perceptual organisation, 3D scene understanding, embodied agents and robot learning, and the analysis of biological and medical images.

Faculty

Alexander Berg Associate Professor
Charless Fowlkes Professor
Judy Hoffman Associate Professor
Unnat Jain Assistant Professor
Erik Sudderth Professoraffiliated
Xiaohui Xie Professoraffiliated

Recent publications

Benchmarking Deep Learning for Future Liver Remnant Segmentation in Colorectal Liver Metastasis

Anthony T. Wu, Arghavan Rezvani, Kela Liu, Roozbeh Houshyar, Pooya Khosravi, Whitney Li, Xiaohui Xie

ISBI, 1-4, 2026.

Abstract PDF DOI
Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens

Xinxuan Lu, Charless Fowlkes, Alexander C. Berg

CVPR, 2026.

Abstract PDF Proceedings arXiv
Compositional Reasoning via Joint Image and Language Decomposition

Dwip Dalal, Madhav Kanda, Zhenhailong Wang, Heng Ji, Unnat Jain

EACL (Findings), 5753-5775, 2026.

Abstract PDF DOI
Constructive Distortion: Improving MLLMs with Attention-Guided Image Warping

Dwip Dalal, Gautam Vashishtha, Utkarsh Mishra, Jeonghwan Kim, Madhav Kanda, Hyeonjeong Ha, Svetlana Lazebnik, Heng Ji, Unnat Jain

ICLR, 2026.

Abstract PDF arXiv
CRAFT: A Tendon-Driven Hand with Hybrid Hard-Soft Compliance

Leo Lin, Shivansh Patel, Jay Moon, Svetlana Lazebnik, Unnat Jain

arXiv:2603.12120, 2026. preprint

Abstract PDF arXiv

All 260 publications