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Poster
Tue 8:30 Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias
Sina Akbari · Ehsan Mokhtarian · AmirEmad Ghassami · Negar Kiyavash
Poster
Tue 8:30 MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images
Shaofei Wang · Marko Mihajlovic · Qianli Ma · Andreas Geiger · Siyu Tang
Poster
Tue 8:30 Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models
Lenart Treven · Philippe Wenk · Florian Dorfler · Andreas Krause
Poster
Tue 8:30 Automated Discovery of Adaptive Attacks on Adversarial Defenses
Chengyuan Yao · Pavol Bielik · Petar Tsankov · Martin Vechev
Poster
Tue 8:30 The balancing principle for parameter choice in distance-regularized domain adaptation
Werner Zellinger · Natalia Shepeleva · Marius-Constantin Dinu · Hamid Eghbal-zadeh · Hoan Duc Nguyen · Bernhard Nessler · Sergei Pereverzyev · Bernhard A. Moser
Poster
Tue 8:30 Discrete-Valued Neural Communication
Dianbo Liu · Alex Lamb · Kenji Kawaguchi · Anirudh Goyal ALIAS PARTH GOYAL · Chen Sun · Michael Mozer · Yoshua Bengio
Poster
Tue 8:30 Meta-Learning Reliable Priors in the Function Space
Jonas Rothfuss · Dominique Heyn · jinfan Chen · Andreas Krause
Poster
Tue 8:30 On Calibration and Out-of-Domain Generalization
Yoav Wald · Amir Feder · Daniel Greenfeld · Uri Shalit
Poster
Tue 8:30 Analysis of one-hidden-layer neural networks via the resolvent method
Vanessa Piccolo · Dominik Schröder
Poster
Tue 8:30 Interpolation can hurt robust generalization even when there is no noise
Konstantin Donhauser · Alexandru Tifrea · Michael Aerni · Reinhard Heckel · Fanny Yang
Poster
Tue 8:30 Locality defeats the curse of dimensionality in convolutional teacher-student scenarios
Alessandro Favero · Francesco Cagnetta · Matthieu Wyart
Poster
Tue 8:30 Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization
Kartik Ahuja · Ethan Caballero · Dinghuai Zhang · Jean-Christophe Gagnon-Audet · Yoshua Bengio · Ioannis Mitliagkas · Irina Rish