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Workshop
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Synthesis of Realistic Load Data: Adversarial Networks for Learning and Generating Residential Load Patterns
Xinyu Liang · Hao Wang
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Poster
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Improving Generative Adversarial Networks via Adversarial Learning in Latent Space
Yang Li · Yichuan Mo · Liangliang Shi · Junchi Yan
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Poster
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Tue 9:00
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GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
Jinsung Jeon · JEONGHAK KIM · Haryong Song · Seunghyeon Cho · Noseong Park
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Poster
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Thu 9:00
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Partial Identification of Treatment Effects with Implicit Generative Models
Vahid Balazadeh Meresht · Vasilis Syrgkanis · Rahul Krishnan
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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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Workshop
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Emulating cosmological multifields with generative adversarial networks
Sambatra Andrianomena · Sultan Hassan · Francisco Villaescusa-Navarro
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Poster
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Thu 9:00
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MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators
Jinyoung Choi · Bohyung Han
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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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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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