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07/21/2022
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset
We present a new benchmark dataset, Sapsucker Woods 60 (SSW60), for adva...
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07/20/2022
On Label Granularity and Object Localization
Weakly supervised object localization (WSOL) aims to learn representatio...
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06/18/2021
Bridging the Gap Between Object Detection and User Intent via Query-Modulation
When interacting with objects through cameras, or pictures, users often ...
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05/12/2021
When Does Contrastive Visual Representation Learning Work?
Recent self-supervised representation learning techniques have largely c...
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03/30/2021
Benchmarking Representation Learning for Natural World Image Collections
Recent progress in self-supervised learning has resulted in models that ...
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02/05/2021
On the Reproducibility of Neural Network Predictions
Standard training techniques for neural networks involve multiple source...
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11/17/2020
Improving Calibration in Deep Metric Learning With Cross-Example Softmax
Modern image retrieval systems increasingly rely on the use of deep neur...
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11/26/2018
