Tian Zheng

6 papers · 2017–2025 · 4 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 (11) 🐣 Hot Topic Early Bird

👥 Mega-Team · Legion

Venues

CVPR (2) JMLR (2) AISTATS (1) NeurIPS (1)

Top co-authors

Pierre Gentine (2) Mohamed Aziz Bhouri (2) Sanket Jantre (2) Liran Peng (2) Fernando Iglesias-Suarez (2) Lu Fang (2) Ryan Abernathey (2) Veronika Eyring (2) Guang Zhang (2) Po-Lun Ma (2)

Research topics

Machine Learning (4) Core Methods (3) Computer Vision (2) Analysis (2) Optimization & Theory (2) Processing (2) Data Science & Analytics (1) Mathematics & Optimization (1) Application Areas (1) Methods (1) Optimization (1)

Keywords

high-resolution simulation (2) 3d reconstruction (1) stochastic gradient descent (1) semantic segmentation (1) multi-task learning (1) optimal transport (1) incremental learning (1) instance segmentation (1) time series (1) truncated gradient (1) sparse online learning (1) conditional density (1) stability selection (1) online inference (1) 3d segmentation (1) semi-parametric model (1) conditional density estimation (1) distributional learning (1) boosted machine (1) climate simulation (1)

Papers

ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation JMLR 2025 ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation NeurIPS 2023 Wasserstein Distributional Learning via Majorization-Minimization AISTATS 2023 INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation CVPR 2022 OccuSeg: Occupancy-Aware 3D Instance Segmentation CVPR 2020 Stabilized Sparse Online Learning for Sparse Data JMLR 2017