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Alex Hauptmann

Computer Science

Carnegie Mellon University

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About Alex Hauptmann at Carnegie Mellon University (CMU)

Based at Carnegie Mellon University, Alex Hauptmann focuses their scholarly efforts on video analysis, video summarization, image retrieval, multimodal machine translation, speech animation, domain adaptation, vision-language models, computer vision, bridging the gap between theory and practice in video analysis. A representative example of their recent contribution is the study titled "PhISANet: Phonetically Informed Speech Animation Network", which offers critical insights into the dynamics of video analysis and video summarization. Additional work such as "Adversarially Masked Video Consistency for Unsupervised Domain Adaptation" further demonstrates their commitment to advancing knowledge in this domain.

Research Areas

video analysisvideo summarizationimage retrievalmultimodal machine translationspeech animationdomain adaptationvision-language modelscomputer vision

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