Sina Farsiu

7 papers · 2021–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird

Venues

CVPR (3) AISTATS (1) ICLR (1) ICML (1) UAI (1)

Top co-authors

Chunming He (3) Chengyu Fang (3) Khalil Elkhalil (2) Rihan Zhang (2) Vahid Tarokh (2) Yulun Zhang (2) Kai Li (2) Ali Hasan (2) Fengyang Xiao (2) Longxiang Tang (2)

Research topics

Computer Vision (5) Deep Learning (5) Processing (5) Architectures (4) Machine Learning (3) Analysis (3) Artificial Intelligence (2) Core Methods (2) Learning Types (2) Computer Science (1) Application Areas (1) Applications (1) Core AI (1) Domain-Specific (1) Generation (1)

Keywords

image restoration (2) generative model (2) depth estimation (1) structure from motion (1) medical image segmentation (1) feature disentanglement (1) feature representation (1) image registration (1) kullback-leibler divergence (1) nonparametric estimation (1) sparsity (1) convolutional neural network (1) variational autoencoder (1) image quality assessment (1) latent space (1) perceptual quality (1) latent diffusion (1) retinex theory (1) low-light enhancement (1) camera pose (1)

Papers

Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration CVPR 2026 Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model ICLR 2025 RUN: Reversible Unfolding Network for Concealed Object Segmentation ICML 2025 Directional Connectivity-Based Segmentation of Medical Images CVPR 2023 Modeling extremes with d-max-decreasing neural networks UAI 2022 Fisher Auto-Encoders AISTATS 2021 Mesoscopic Photogrammetry With an Unstabilized Phone Camera CVPR 2021