Saltz, Joel

11 publications

ICCV 2025 GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology Saarthak Kapse, Pushpak Pati, Srikar Yellapragada, Srijan Das, Rajarsi R. Gupta, Joel Saltz, Dimitris Samaras, Prateek Prasanna

CVPR 2025 ZoomLDM: Latent Diffusion Model for Multi-Scale Image Generation Srikar Yellapragada, Alexandros Graikos, Kostas Triaridis, Prateek Prasanna, Rajarsi Gupta, Joel Saltz, Dimitris Samaras

NeurIPSW 2024 Explainable AI for Computational Pathology Identifies Model Limitations and Tissue Biomarkers Jakub R. Kaczmarzyk, Joel Saltz, Peter K Koo

CVPR 2024 Learned Representation-Guided Diffusion Models for Large-Image Generation Alexandros Graikos, Srikar Yellapragada, Minh-Quan Le, Saarthak Kapse, Prateek Prasanna, Joel Saltz, Dimitris Samaras

WACV 2024 PathLDM: Text Conditioned Latent Diffusion Model for Histopathology Srikar Yellapragada, Alexandros Graikos, Prateek Prasanna, Tahsin Kurc, Joel Saltz, Dimitris Samaras

CVPR 2024 SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology Saarthak Kapse, Pushpak Pati, Srijan Das, Jingwei Zhang, Chao Chen, Maria Vakalopoulou, Joel Saltz, Dimitris Samaras, Rajarsi R. Gupta, Prateek Prasanna

ECCV 2024 ∞-Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions Minh-Quan Le, Alexandros Graikos, Srikar Yellapragada, Rajarsi Gupta, Joel Saltz, Dimitris Samaras

CVPR 2023 Topology-Guided Multi-Class Cell Context Generation for Digital Pathology Shahira Abousamra, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen

ECCV 2022 Learning Topological Interactions for Multi-Class Medical Image Segmentation Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary Saltz, Tahsin Kurc, Joel Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen

ICCV 2021 Multi-Class Cell Detection Using Spatial Context Representation Shahira Abousamra, David Belinsky, John Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen

ICLR 2019 Label Super-Resolution Networks Kolya Malkin, Caleb Robinson, Le Hou, Rachel Soobitsky, Jacob Czawlytko, Dimitris Samaras, Joel Saltz, Lucas Joppa, Nebojsa Jojic