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Michael Jeffrey Jones

2 accepted papers

2025

UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing

CVPR 2025poster

Audio-Visual Video Parsing (AVVP) entails the challenging task of localizing both uni-modal events (i.e., those occurring exclusively in either the visual or acoustic modality of a video) and multi-modal events (i.e., those occurring in both modalities concurrently). Moreover, the prohibitive cost o…

2022

What Makes a "Good" Data Augmentation in Knowledge Distillation - A Statistical Perspective

NeurIPS 2022accept

Knowledge distillation (KD) is a general neural network training approach that uses a teacher model to guide the student model. Existing works mainly study KD from the network output side (e.g., trying to design a better KD loss function), while few have attempted to understand it from the input sid…