Learning Functional Properties of Rooms in Indoor Space from Point Cloud Data: A Deep Learning Approach. - Guoray Cai; Yimu Pan (SIGSPATIAL/GIS, 2021)

Understanding the Imperfection of 3D point Cloud and Semantic Segmentation algorithms for 3D Models of Indoor Environment. - Guoray Cai; Yimu Pan (AGILE Conf., 2022)

Vision-Language Contrastive Learning Approach to Robust Automatic Placenta Analysis Using Photographic Images. - Yimu Pan; Alison D. Gernand; Jeffery A. Goldstein; Leena B. Mithal; Delia Mwinyelle; James Z. Wang 001 (MICCAI (3), 2022)

Learning Emotion Representations from Verbal and Nonverbal Communication. - Sitao Zhang; Yimu Pan; James Z. Wang 001 (CVPR, 2023)

Enhancing Automatic Placenta Analysis Through Distributional Feature Recomposition in Vision-Language Contrastive Learning. - Yimu Pan; Tongan Cai; Manas Mehta; Alison D. Gernand; Jeffery A. Goldstein; Leena B. Mithal; Delia Mwinyelle; Kelly Gallagher; James Ze Wang (MICCAI (6), 2023)

Learning to Adapt to Online Streams with Distribution Shifts. - Chenyan Wu; Yimu Pan; Yandong Li; James Z. Wang 001 (CoRR, 2023)

AI-SAM: Automatic and Interactive Segment Anything Model. - Yimu Pan; Sitao Zhang; Alison D. Gernand; Jeffery A. Goldstein; James Z. Wang 001 (CoRR, 2023)

Automated Generation of Room Usage Semantics from Point Cloud Data. - Guoray Cai; Yimu Pan (ISPRS Int. J. Geo Inf., 2023)

Cross-modal contrastive learning for unified placenta analysis using photographs. - Yimu Pan; Manas Mehta; Jeffery A. Goldstein; Joseph Ngonzi; Lisa M. Bebell; Drucilla J. Roberts; Chrystalle Katte Carreon; Kelly Gallagher; Rachel E. Walker; Alison D. Gernand; James Ze Wang (Patterns, 2024)

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging. - Yimu Pan; Sitao Zhang; Alison D. Gernand; Jeffery A. Goldstein; James Z. Wang 001 (AAAI, 2025)

VLCD: Vision-Language Contrastive Distillation for Accurate and Efficient Automatic Placenta Analysis. - Manas Mehta; Yimu Pan; Kelly Gallagher; Alison D. Gernand; Jeffery A. Goldstein; Delia Mwinyelle; Leena B. Mithal; James Z. Wang 001 (CoRR, 2025)

Reading a Ruler in the Wild. - Yimu Pan; Manas Mehta; Gwen Sincerbeaux; Jeffery A. Goldstein; Alison D. Gernand; James Z. Wang 001 (CoRR, 2025)