Tianhao Zhu

3 papers · 2019–2022 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Sulan Zhai (1) Xiaonan Si (1) Jie Shen (1) Dean P. Foster (1) Sergul Aydore (1) Zilin Fan (1) Chenglong Li (1) Lei Liu (1)

Research topics

Machine Learning (2) Core Methods (2) Optimization & Theory (2) Computer Vision (1) Deep Learning (1) Mathematics & Optimization (1) Analysis (1) Application Areas (1) Core AI (1) Domain-Specific (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization (1)

Keywords

online learning (2) robust optimization (1) non-convex optimization (1) principal component analysis (1) robust statistics (1) cross-modal learning (1) object tracking (1) outlier detection (1) visual tracking (1) subspace recovery (1) regret bound (1) online algorithm (1) dynamic environment (1) cross-modal tracking (1) rgb-nir imaging (1) concept drift (1) modality-aware representation (1)

Papers

Cross-Modal Object Tracking: Modality-Aware Representations and a Unified Benchmark AAAI 2022 Residual-Based Sampling for Online Outlier-Robust PCA ICML 2022 Dynamic Local Regret for Non-convex Online Forecasting NeurIPS 2019