Shiji Xin

2 papers · 2023–2023 · 2 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 (11)

Venues

AAAI (1) ICML (1)

Top co-authors

Yifei Wang (1) Manjie Xu (1) Yujia Peng (1) Jingtong Su (1) Yixin Zhu (1) Wei Liang (1) Guangyuan Jiang (1) Chi Zhang (1) Yisen Wang (1)

Research topics

Machine Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Interdisciplinary (1) Application Areas (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Linguistics (1) Optimization & Theory (1)

Keywords

few-shot learning (1) domain generalization (1) multimodal learning (1) visual reasoning (1) visual grounding (1) adversarial training (1) out-of-distribution generalization (1) word learning (1) distribution shift (1) multimodal understanding (1) domain-invariant feature (1) invariant risk minimization (1) multimodal word learning (1) fast mapping (1) cross-situational reasoning (1)

Papers

MEWL: Few-shot multimodal word learning with referential uncertainty ICML 2023 On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization AAAI 2023