Ranran Huang

3 papers · 2020–2026 · 3 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 · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) CVPR (1) ICCV (1)

Top co-authors

Krystian Mikolajczyk (2) Yu Wang (1) Ji Liu (1) Hanbo Sun (1) Ye Mao (1) Weixun Luo (1) Yi Shan (1) Lu Tian (1) Li Wang (1)

Research topics

Deep Learning (3) Learning Types (3) Computer Vision (2) Analysis (2) Generation (2) Machine Learning (1) Architectures (1) Core Methods (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

self-supervised learning (2) 3d gaussian splatting (2) novel view synthesis (2) feed-forward network (1) camera pose estimation (1) sparse view (1) neural network (1) pose-free training (1) feature variance (1) camera parameter estimation (1) feature variance regularization (1) image classification (1) photometric supervision (1) 3d reconstruction (1) semantic segmentation (1)

Papers

From None to All: Self-Supervised 3D Reconstruction via Novel View Synthesis CVPR 2026 No Pose at All: Self-Supervised Pose-Free 3D Gaussian Splatting from Sparse Views ICCV 2025 Feature Variance Regularization: A Simple Way to Improve the Generalizability of Neural Networks AAAI 2020