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05/26/2023
Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models
We focus on the challenge of out-of-distribution (OOD) detection in deep...
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03/03/2020
Automatic Differentiation Variational Inference with Mixtures
Automatic Differentiation Variational Inference (ADVI) is a useful tool ...
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01/05/2019
AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker Detection
Active speaker detection is an important component in video analysis alg...
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09/30/2018
Modeling Uncertainty with Hedged Instance Embedding
Instance embeddings are an efficient and versatile image representation ...
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08/02/2018
AVA-Speech: A Densely Labeled Dataset of Speech Activity in Movies
Speech activity detection (or endpointing) is an important processing st...
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06/13/2018