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Poster
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Wed 9:00
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Signal Recovery with Non-Expansive Generative Network Priors
Jorio Cocola
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Poster
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Tue 14:00
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[Re] Replication Study of DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
Velizar Shulev · Paul Verhagen · Shuai Wang · Jennifer Zhuge
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Poster
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FreGAN: Exploiting Frequency Components for Training GANs under Limited Data
mengping yang · Zhe Wang · Ziqiu Chi · Yanbing Zhang
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Poster
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ComGAN: Unsupervised Disentanglement and Segmentation via Image Composition
Rui Ding · Kehua Guo · Xiangyuan Zhu · Zheng Wu · Liwei Wang
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Workshop
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Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation
Melrose Roderick · Felix Berkenkamp · Fatemeh Sheikholeslami · J. Zico Kolter
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Workshop
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Emulating cosmological multifields with generative adversarial networks
Sambatra Andrianomena · Sultan Hassan · Francisco Villaescusa-Navarro
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Workshop
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Diversity Balancing Generative Adversarial Networks for fast simulation of the Zero Degree Calorimeter in the ALICE experiment at CERN
Jan Dubiński · Kamil Deja · Sandro Wenzel · Przemysław Rokita · Tomasz Trzcinski
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Poster
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Thu 9:00
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DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning
Quan Vuong · Aviral Kumar · Sergey Levine · Yevgen Chebotar
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Poster
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Tue 9:00
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Iterative Scene Graph Generation
Siddhesh Khandelwal · Leonid Sigal
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Poster
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Thu 9:00
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Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis
Taiki Miyagawa
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Affinity Workshop
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Global-based Deep Q-Network for Molecule Generation
Asmaa Rassil · Hiba Chougrad · Hamid Zouaki
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Poster
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Tue 9:00
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Distilling Representations from GAN Generator via Squeeze and Span
Yu Yang · Xiaotian Cheng · Chang Liu · Hakan Bilen · Xiangyang Ji
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