Search Results for author: Rachel Hornung

Found 3 papers, 0 papers with code

Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception

no code implementations NeurIPS 2023 Hassan Akbari, Dan Kondratyuk, Yin Cui, Rachel Hornung, Huisheng Wang, Hartwig Adam

We conduct extensive empirical studies and reveal the following key insights: 1) Performing gradient descent updates by alternating on diverse modalities, loss functions, and tasks, with varying input resolutions, efficiently improves the model.

 Ranked #1 on Zero-Shot Action Recognition on Kinetics (using extra training data)

Classification Image Classification +7

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