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09/08/2023
Curve Your Attention: Mixed-Curvature Transformers for Graph Representation Learning
Real-world graphs naturally exhibit hierarchical or cyclical structures ...
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03/10/2023
Feature Unlearning for Generative Models via Implicit Feedback
We tackle the problem of feature unlearning from a pretrained image gene...
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09/30/2022
GM-VAE: Representation Learning with VAE on Gaussian Manifold
We propose a Gaussian manifold variational auto-encoder (GM-VAE) whose l...
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05/25/2022
A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning
We present a rotated hyperbolic wrapped normal distribution (RoWN), a si...
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11/01/2021
Robust Deep Learning from Crowds with Belief Propagation
Crowdsourcing systems enable us to collect noisy labels from crowd worke...
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08/31/2021
Semi-supervised Image Classification with Grad-CAM Consistency
Consistency training, which exploits both supervised and unsupervised le...
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02/03/2021