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09/15/2023
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering
Systematic generalization is a crucial aspect of intelligence, which ref...
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11/30/2021
Semi-Supervised 3D Hand Shape and Pose Estimation with Label Propagation
To obtain 3D annotations, we are restricted to controlled environments o...
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07/22/2021
CogSense: A Cognitively Inspired Framework for Perception Adaptation
This paper proposes the CogSense system, which is inspired by sense-maki...
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03/25/2021
Few-shot Weakly-Supervised Object Detection via Directional Statistics
Detecting novel objects from few examples has become an emerging topic i...
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06/23/2020
Post-hoc Calibration of Neural Networks
Calibration of neural networks is a critical aspect to consider when inc...
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06/23/2020
Calibration of Neural Networks using Splines
Calibrating neural networks is of utmost importance when employing them ...
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03/18/2020
In Defense of Graph Inference Algorithms for Weakly Supervised Object Localization
Weakly Supervised Object Localization (WSOL) methods have become increas...
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03/15/2020
Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks
Predicting calibrated confidence scores for multi-class deep networks is...
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04/29/2019
Learning to Find Common Objects Across Image Collections
We address the problem of finding a set of images containing a common, b...
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12/22/2017