Nian-Feng Tzeng

3 papers · 2020–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

IJCAI (2) ICCV (1)

Top co-authors

Xu Yuan (3) Fudong Lin (2) Kaleb Guillot (1) Tri Setiyono (1) Xindong Wu (1) Yi He (1) Brenda Tubana (1) Xiangming Xiao (1) Li Chen (1) Yan Chen (1)

Research topics

Deep Learning (3) Machine Learning (3) Core Methods (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Models (2) Artificial Intelligence (1) Computer Vision (1) Application Areas (1) Architectures (1) Core AI (1) Domain-Specific (1)

Keywords

interpretable representation (2) generative adversarial network (2) contrastive learning (1) vision transformer (1) feature extraction (1) multimodal learning (1) feature disentanglement (1) remote sensing (1) bayesian network (1) disentangled representation (1) imbalanced classification (1) satellite imagery (1) synthetic sample (1) crop yield prediction (1) climate change (1) bayesian regularizer (1) unsupervised learning (1) minority synthesis (1) representation learning (1)

Papers

MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer ICCV 2023 Interpretable Minority Synthesis for Imbalanced Classification IJCAI 2021 Learning Interpretable Representations with Informative Entanglements IJCAI 2020