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Poster
Thu 6:00 On Breaking Deep Generative Model-based Defenses and Beyond
Yanzhi Chen · Renjie Xie · Zhanxing Zhu
Poster
Wed 8:00 The Usual Suspects? Reassessing Blame for VAE Posterior Collapse
Bin Dai · Ziyu Wang · David Wipf
Poster
Thu 17:00 On the Power of Compressed Sensing with Generative Models
Akshay Kamath · Eric Price · Sushrut Karmalkar
Workshop
Sat 4:10 Invited talk 2: Detecting Distribution Shift with Deep Generative Models
Eric Nalisnick
Workshop
Fri 0:30 Invited Talk 2: Bolei Zhou - Interpreting and Leveraging the Latent Semantics in Deep Generative Models
Wojciech Samek
Poster
Tue 13:00 Predictive Sampling with Forecasting Autoregressive Models
Auke Wiggers · Emiel Hoogeboom
Poster
Tue 8:00 An EM Approach to Non-autoregressive Conditional Sequence Generation
Zhiqing Sun · Yiming Yang
Poster
Tue 7:00 On Implicit Regularization in $\beta$-VAEs
Abhishek Kumar · Ben Poole
Poster
Tue 9:00 Source Separation with Deep Generative Priors
Vivek Jayaram · John Thickstun
Poster
Tue 9:00 A Chance-Constrained Generative Framework for Sequence Optimization
Xianggen Liu · Qiang Liu · Sen Song · Jian Peng
Poster
Thu 7:00 Perceptual Generative Autoencoders
Zijun Zhang · Ruixiang ZHANG · Zongpeng Li · Yoshua Bengio · Liam Paull
Poster
Tue 8:00 Associative Memory in Iterated Overparameterized Sigmoid Autoencoders
Yibo Jiang · Cengiz Pehlevan