Sina Farsiu - RankMe

59 papers A* 4A 2B 2Misc 1Journal 46Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration. CoRR Fengyang Xiao, Peng Hu, Lei Xu, XingE Guo, Guanyi Qin, Yuqi Shen, Chengyu Fang, Rihan Zhang, Chunming He, Sina Farsiu
2026	J	`jnl`	PRIMA: Pre-training with Risk-integrated Image-Metadata Alignment for Medical Diagnosis via LLM. CoRR Yiqing Wang, Chunming He, Ming-Chen Lu, Mercy Pawar, Leslie Niziol, Maria A. Woodward, Sina Farsiu
2026	J	`jnl`	QualiTeacher: Quality-Conditioned Pseudo-Labeling for Real-World Image Restoration. CoRR Fengyang Xiao, Jingjia Feng, Peng Hu, Dingming Zhang, Lei Xu, Guanyi Qin, Lu Li, Chunming He, Sina Farsiu
2026	J	`jnl`	Refining Context-Entangled Content Segmentation via Curriculum Selection and Anti-Curriculum Promotion. CoRR Chunming He, Rihan Zhang, Fengyang Xiao, Dingming Zhang, Zhiwen Cao, Sina Farsiu
2026	J	`jnl`	Spatial coherence loss: All objects matter in salient and camouflaged object detection Spatial coherence loss: All objects matter in salient and camouflaged object detection. Pattern Recognit. Ziyun Yang, Kevin Choy, Sina Farsiu
2025	J	`jnl`	Boosting Medical Visual Understanding From Multi-Granular Language Learning. CoRR Zihan Li, Yiqing Wang, Sina Farsiu, Paul Kinahan
2025	J	`jnl`	IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond. CoRR Peng Hu, Chunming He, Lei Xu, Jingduo Tian, Sina Farsiu, Yulun Zhang, Pei Liu, Xiu Li
2025	J	`jnl`	Nested Unfolding Network for Real-World Concealed Object Segmentation. CoRR Chunming He, Rihan Zhang, Dingming Zhang, Fengyang Xiao, Deng-Ping Fan, Sina Farsiu
2025	A*	`conf`	RUN: Reversible Unfolding Network for Concealed Object Segmentation. ICML Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Linghe Kong, Deng-Ping Fan, Kai Li, Sina Farsiu
2025	J	`jnl`	RUN: Reversible Unfolding Network for Concealed Object Segmentation. CoRR Chunming He, Rihan Zhang, Fengyang Xiao, Chenyu Fang, Longxiang Tang, Yulun Zhang, Linghe Kong, Deng-Ping Fan, Kai Li, Sina Farsiu
2025	A*	`conf`	Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model. ICLR Chunming He, Chengyu Fang, Yulun Zhang, Longxiang Tang, Jinfa Huang, Kai Li, Zhenhua Guo, Xiu Li, Sina Farsiu
2025	J	`jnl`	Reversible Unfolding Network for Concealed Visual Perception with Generative Refinement. CoRR Chunming He, Fengyang Xiao, Rihan Zhang, Chengyu Fang, Deng-Ping Fan, Sina Farsiu
2025	J	`jnl`	SCALER: SAM-Enhanced Collaborative Learning for Label-Deficient Concealed Object Segmentation. CoRR Chunming He, Rihan Zhang, Longxiang Tang, Ziyun Yang, Kai Li, Deng-Ping Fan, Sina Farsiu
2025	J	`jnl`	Segment Concealed Objects With Incomplete Supervision. IEEE Trans. Pattern Anal. Mach. Intell. Chunming He, Kai Li, Yachao Zhang, Ziyun Yang, Youwei Pang, Longxiang Tang, Chengyu Fang, Yulun Zhang, Linghe Kong, Xiu Li, Sina Farsiu
2025	J	`jnl`	Segment Concealed Objects with Incomplete Supervision. CoRR Chunming He, Kai Li, Yachao Zhang, Ziyun Yang, Youwei Pang, Longxiang Tang, Chengyu Fang, Yulun Zhang, Linghe Kong, Xiu Li, Sina Farsiu
2025	J	`jnl`	UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration. CoRR Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Sina Farsiu
2025	J	`jnl`	UnfoldLDM: Deep Unfolding-based Blind Image Restoration with Latent Diffusion Priors. CoRR Chunming He, Rihan Zhang, Zheng Chen, Bowen Yang, Chengyu Fang, Yunlong Lin, Fengyang Xiao, Sina Farsiu
2024	J	`jnl`	Spatial Coherence Loss for Salient and Camouflaged Object Detection and Beyond. CoRR Ziyun Yang, Kevin Choy, Sina Farsiu
2023	A*	`conf`	Directional Connectivity-based Segmentation of Medical Images. CVPR Ziyun Yang, Sina Farsiu
2023	J	`jnl`	Directional Connectivity-based Segmentation of Medical Images. CoRR Ziyun Yang, Sina Farsiu
2023	J	`jnl`	RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation. IEEE Trans. Medical Imaging Reza Rasti, Armin Biglari, Mohammad Rezapourian, Ziyun Yang, Sina Farsiu
2022	J	`jnl`	BiconNet: An edge-preserved connectivity-based approach for salient object detection. Pattern Recognit. Ziyun Yang, Somayyeh Soltanian-Zadeh, Sina Farsiu
2022	J	`jnl`	Identifying Latent Stochastic Differential Equations. IEEE Trans. Signal Process. Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh
2022	A	`conf`	Modeling extremes with d-max-decreasing neural networks. UAI Ali Hasan, Khalil Elkhalil, Yuting Ng, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh
2022	J	`jnl`	RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation. CoRR Reza Rasti, Armin Biglari, Mohammad Rezapourian, Ziyun Yang, Sina Farsiu
2021	J	`jnl`	BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object Detection. CoRR Ziyun Yang, Somayyeh Soltanian-Zadeh, Sina Farsiu
2021	J	`jnl`	Deep Extreme Value Copulas for Estimation and Sampling. CoRR Ali Hasan, Khalil Elkhalil, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh
2021	A	`conf`	Fisher Auto-Encoders. AISTATS Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh
2021	A*	`conf`	Mesoscopic Photogrammetry With an Unstabilized Phone Camera. CVPR Kevin C. Zhou, Colin L. V. Cooke, Jaehee Park, Ruobing Qian, Roarke Horstmeyer, Joseph A. Izatt, Sina Farsiu
2021	J	`jnl`	Open-Source Automatic Segmentation of Ocular Structures and Biomarkers of Microbial Keratitis on Slit-Lamp Photography Images Using Deep Learning. IEEE J. Biomed. Health Informatics Jessica Loo, Matthias F. Kriegel, Megan M. Tuohy, Kyeong Hwan Kim, Venkatesh Prajna, Maria A. Woodward, Sina Farsiu
2021	J	`jnl`	Segmentation of neurons from fluorescence calcium recordings beyond real time. Nat. Mach. Intell. Yijun Bao, Somayyeh Soltanian-Zadeh, Sina Farsiu, Yiyang Gong
2020	J	`jnl`	Fisher Auto-Encoders. CoRR Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh
2020	Misc	`conf`	Learning Partial Differential Equations From Data Using Neural Networks. ICASSP Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh
2020	J	`jnl`	Learning latent stochastic differential equations with variational auto-encoders. CoRR Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh
2020	J	`jnl`	Mesoscopic photogrammetry with an unstabilized phone camera. CoRR Kevin C. Zhou, Colin L. V. Cooke, Jaehee Park, Ruobing Qian, Roarke Horstmeyer, Joseph A. Izatt, Sina Farsiu
2020	J	`jnl`	MimickNet, Mimicking Clinical Image Post- Processing Under Black-Box Constraints. IEEE Trans. Medical Imaging Ouwen Huang, Will Long, Nick Bottenus, Marcelo Lerendegui, Gregg E. Trahey, Sina Farsiu, Mark L. Palmeri
2019	J	`jnl`	Learning Partial Differential Equations from Data Using Neural Networks. CoRR Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh
2019	J	`jnl`	MimickNet, Matching Clinical Post-Processing Under Realistic Black-Box Constraints. CoRR Ouwen Huang, Will Long, Nick Bottenus, Gregg E. Trahey, Sina Farsiu, Mark L. Palmeri
2018	J	`jnl`	Information-Theoretic Approach and Fundamental Limits of Resolving Two Closely Timed Neuronal Spikes in Mouse Brain Calcium Imaging. IEEE Trans. Biomed. Eng. Somayyeh Soltanian-Zadeh, Yiyang Gong, Sina Farsiu
2018	J	`jnl`	Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography. IEEE Trans. Medical Imaging Theodore B. Dubose, David Cunefare, Elijah Cole, Peyman Milanfar, Joseph A. Izatt, Sina Farsiu
2017	J	`jnl`	Segmentation Based Sparse Reconstruction of Optical Coherence Tomography Images. IEEE Trans. Medical Imaging Leyuan Fang, Shutao Li, David Cunefare, Sina Farsiu
2015	J	`jnl`	3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography. IEEE Trans. Medical Imaging Leyuan Fang, Shutao Li, Xudong Kang, Joseph A. Izatt, Sina Farsiu
2015	J	`jnl`	Retinal Artery-Vein Classification via Topology Estimation. IEEE Trans. Medical Imaging Rolando Estrada, Michael J. Allingham, Priyatham S. Mettu, Scott W. Cousins, Carlo Tomasi, Sina Farsiu
2015	J	`jnl`	Tree Topology Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Rolando Estrada, Carlo Tomasi, Scott C. Schmidler, Sina Farsiu
2013	J	`jnl`	Fast Acquisition and Reconstruction of Optical Coherence Tomography Images via Sparse Representation. IEEE Trans. Medical Imaging Leyuan Fang, Shutao Li, Ryan P. McNabb, Qing Nie, Anthony N. Kuo, Cynthia A. Toth, Joseph A. Izatt, Sina Farsiu
2010	J	`jnl`	Efficient Fourier-Wavelet Super-Resolution. IEEE Trans. Image Process. M. Dirk Robinson, Cynthia A. Toth, Joseph Y. Lo, Sina Farsiu
2009	J	`jnl`	Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution. Comput. J. M. Dirk Robinson, Sina Farsiu, Peyman Milanfar
2008	J	`jnl`	Deblurring Using Regularized Locally Adaptive Kernel Regression. IEEE Trans. Image Process. Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
2008	B	`conf`	Efficient restoration and enhancement of super-resolved X-ray images. ICIP M. Dirk Robinson, Sina Farsiu, Joseph Y. Lo, Cynthia A. Toth
2007	—	`conf`	Higher order bilateral filters and their properties. Computational Imaging Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
2007	J	`jnl`	Kernel Regression for Image Processing and Reconstruction. IEEE Trans. Image Process. Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
2007	—	`conf`	Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media. ICIP (3) Sina Farsiu, Peyman Milanfar
2006	J	`jnl`	Multiframe demosaicing and super-resolution of color images. IEEE Trans. Image Process. Sina Farsiu, Michael Elad, Peyman Milanfar
2006	B	`conf`	Robust Kernel Regression for Restoration and Reconstruction of Images from Sparse Noisy Data. ICIP Hiroyuki Takeda, Sina Farsiu, Peyman Milanfar
2006	J	`jnl`	Video-to-Video Dynamic Super-Resolution for Grayscale and Color Sequences. EURASIP J. Adv. Signal Process. Sina Farsiu, Michael Elad, Peyman Milanfar
2004	J	`jnl`	Advances and challenges in super-resolution. Int. J. Imaging Syst. Technol. Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar
2004	J	`jnl`	Fast and robust multiframe super resolution. IEEE Trans. Image Process. Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar
2004	—	`conf`	Multiframe demosaicing and super-resolution from undersampled color images. Computational Imaging Sina Farsiu, Michael Elad, Peyman Milanfar
2003	—	`conf`	Fast and robust super-resolution. ICIP (2) Sina Farsiu, M. Dirk Robinson, Michael Elad, Peyman Milanfar