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ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams
Chris Dongjoo Kim, Jihwan Moon, Sangwoo Moon +7
The rapid growth of video-text data presents challenges in storage and computation during training. Online learning, which processes streaming data in real-time, offers a promising…
Spherical World-Locking for Audio-Visual Localization in Egocentric Videos
Heeseung Yun, Ruohan Gao, Ishwarya Ananthabhotla +6
Egocentric videos provide comprehensive contexts for user and scene understanding, spanning multisensory perception to behavioral interaction. We propose Spherical World-Locking (S…
Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal Distillation
Heeseung Yun, Joonil Na, Gunhee Kim
Sound can convey significant information for spatial reasoning in our daily lives. To endow deep networks with such ability, we address the challenge of dense indoor prediction wit…