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Alan Sullivan

H-SAUR: Hypothesize, Simulate, Act, Update, and Repeat for Understanding Object Articulations from Interactions

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Oct 22, 2022
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InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images

Aug 31, 2021
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Towards Human-Level Learning of Complex Physical Puzzles

Nov 14, 2020
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Towards Learning Affine-Invariant Representations via Data-Efficient CNNs

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Aug 31, 2019
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Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-Resolution Network

Mar 26, 2019
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Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning

Mar 02, 2019
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Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability

Mar 02, 2019
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Sim-to-Real Transfer Learning using Robustified Controllers in Robotic Tasks involving Complex Dynamics

Sep 17, 2018
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Sem-GAN: Semantically-Consistent Image-to-Image Translation

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Jul 12, 2018
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Deformable Part Networks

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May 22, 2018
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