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Data-efficient Machine Learning Solutions (Bias, Lack of Data, etc.) for
Data-efficient Machine Learning Solutions (Bias, Lack of Data, etc.) for
Multimodal (Vision, Language, Audio, etc.) AI Systems!
Multimodal (Vision, Language, Audio, etc.) AI Systems!
These are the research topics that we are interested in (but not limited to):
These are the research topics that we are interested in (but not limited to):
Multimodal Learning (Vision, Language, and Audio)
Multimodal Learning (Vision, Language, and Audio)
Image Captioning / Dense Video Captioning
Video Text Retrieval
Visual Question Answering
Sign Language Recognition
Language to Image / Video Generation
Audio to Image Generation
Data Issues in Deep Learning
Data Issues in Deep Learning
Semi- & Weakly-Supervised Learning
Zero-shot & Few-shot Learning
Data Bias
Active Learning
Domain Adaptation
Synthetic Dataset
Scene Understanding
Scene Understanding
Visual Relationship
Segmentation
Object Detection
Attribute Recognition
Deep Learning
Deep Learning
Human Action Recognition
Human-Object Interaction Detection
Action Localization
Human Pose
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