Serial Dependence Study in Medical Image Perception via Generative Models - Zhihang Ren (University of California Berkeley, USA, 2024)

SkinCON: Towards Consensus for the Uncertainty of Skin Cancer Sub-typing Through Distribution Regularized Adaptive Predictive Sets (DRAPS) - Zhihang Ren; Yunqi Li; Xinyu Li; Xinrong Xie; Erik P. Duhaime; Kathy Fang; Tapabrata Chakraborti; Yunhui Guo; Stella X. Yu; David Whitney (Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part I, 2024)

VEATIC: Video-based Emotion and Affect Tracking in Context Dataset - Zhihang Ren; Jefferson Ortega; Yifan Wang; Zhimin Chen; Yunhui Guo; Stella X. Yu; David Whitney (IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024, 2024)

QVDDPG: QV Learning with Balanced Constraint in Actor-Critic Framework - Jiao Huang; Jifeng Hu; Luheng Yang; Zhihang Ren; Hechang Chen; Bo Yang (International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, 2023)

Multi-scale Gaussian Difference Preprocessing and Dual Stream CNN-Transformer Hybrid Network for Skin Lesion Segmentation - Xin Zhao; Zhihang Ren (MultiMedia Modeling - 29th International Conference, MMM 2023, Bergen, Norway, January 9-12, 2023, Proceedings, Part II, 2023)

VEATIC: Video-based Emotion and Affect Tracking in Context Dataset - Zhihang Ren; Jefferson Ortega; Yifan Wang; Zhimin Chen; Yunhui Guo; Stella X. Yu; David Whitney (CoRR, 2023)

Controllable Medical Image Generation via GAN - Zhihang Ren; Stella X. Yu; David Whitney (J. Percept. Imaging, 2022)

Improve Image-based Skin Cancer Diagnosis with Generative Self-Supervised Learning - Zhihang Ren; Yunhui Guo; Stella X. Yu; David Whitney (IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2021, Washington, DC, USA, December 16-17, 2021, 2021)

Controllable Medical Image Generation via Generative Adversarial Networks - Zhihang Ren; Stella X. Yu; David Whitney (Human Vision and Electronic Imaging 2021, Virtual Event, January 2021, 2021)

GAN-aided Serial Dependence Study in Medical Image Perception - Zhihang Ren (MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021, 2021)

Coding Trajectory: Enable Video Coding for Video Denoising - Zhihang Ren; Peng Dai; Shuaicheng Liu; Shuyuan Zhu; Bing Zeng (2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018, 2018)

Shape Recovery of Endoscopic Videos by Shape from Shading Using Mesh Regularization - Zhihang Ren; Tong He; Lingbing Peng; Shuaicheng Liu; Shuyuan Zhu; Bing Zeng (Image and Graphics - 9th International Conference, ICIG 2017, Shanghai, China, September 13-15, 2017, Revised Selected Papers, Part III, 2017)

Meshflow video denoising - Zhihang Ren; Jiajia Li; Shuaicheng Liu; Bing Zeng (2017 IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 17-20, 2017, 2017)