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11/02/2022
TextCraft: Zero-Shot Generation of High-Fidelity and Diverse Shapes from Text
Language is one of the primary means by which we describe the 3D world a...
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01/24/2022
Learning Graph Augmentations to Learn Graph Representations
Devising augmentations for graph contrastive learning is challenging due...
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10/23/2021
Group-disentangled Representation Learning with Weakly-Supervised Regularization
Learning interpretable and human-controllable representations that uncov...
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07/09/2020
PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing
Deep classifiers tend to associate a few discriminative input variables ...
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06/10/2020
Contrastive Multi-View Representation Learning on Graphs
We introduce a self-supervised approach for learning node and graph leve...
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02/21/2020