Publications: 1. NeurIPS 2019: Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning; 2. ICML 2021: ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision; 3. ECCV Oral: HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts.
Research Experience
Work Experience: Worked as a research scientist at Naver AI LAB and Kakao.
Education
Degree: M.Sc., B.Sc.; Institution: Seoul National University; Major: Computer Science and Engineering.
Background
Research Interests: Multimodal Representation Learning, Self-supervised Representation Learning, Human-Computer Interaction & Information Visualization. Professional Field: ML/HCI. Brief Introduction: Currently a lead research scientist at TwelveLabs.