vita-group.github.io - VITA

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[May. 2023] VITA's Summer 2023 (big) squad of Ph.D. students graduated: Dr. Tianlong Chen will join CS@UNC Chapel Hill as an Assistant Professor (starting from Fall 2024), after another year of postdoc at MIT/Harvard Dr. Wuyang Chen will join CS@Simon Fraser as an Assistant Professor (starting from Fall 2024), after another year of postdoc at UC Berkeley Dr. Junru Wu joins Google Research, New York as a Research Engineer Dr. Haotao Wang joins Qualcomm AI Research, San Diego as a Research Scientist Dr. Ziyu

We are enthusiastic about AutoML, on both consolidating its theoretical underpinnings and broadening its practical applicability. State-of-the-art ML systems consist of complex pipelines, with various design choices. We consider AutoML to be a powerful tool and a central hub, in addressing those design challenges faster and better. Our recent work focuses on the data-driven discovery of model architectures (i.e., neural architecture search) and training algorithms (a.k.a. “learning to optimize”). We are mea

We are interested in a broad range of computer vision problems, ranging from low-level (e.g, image reconstruction, enhancement, and generation) to high-level topics (e.g., recognition, segmentation, and vision for UAV/autonomous driving). We are also growingly interested in several interdisciplinary fields, such as biomedical informatics, geoscience, IoT and cyber-physical systems.

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