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Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #129
A General Theory of Equivariant CNNs on Homogeneous Spaces
In Deep Learning -- CNN Architectures
Taco Cohen · Mario Geiger · Maurice Weiler
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #130
Abstraction based Output Range Analysis for Neural Networks
In Deep Learning -- CNN Architectures
Pavithra Prabhakar · Zahra Rahimi Afzal
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #131
ANODEV2: A Coupled Neural ODE Framework
In Deep Learning -- CNN Architectures
Tianjun Zhang · Zhewei Yao · Amir Gholami · Joseph Gonzalez · Kurt Keutzer · Michael Mahoney · George Biros
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #132
Cascaded Dilated Dense Network with Two-step Data Consistency for MRI Reconstruction
In Deep Learning -- CNN Architectures
Hao Zheng · Faming Fang · Guixu Zhang
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #133
CNN^{2}: Viewpoint Generalization via a Binocular Vision
In Deep Learning -- CNN Architectures
Wei-Da Chen · Shan-Hung (Brandon) Wu
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #134
CondConv: Conditionally Parameterized Convolutions for Efficient Inference
In Deep Learning -- CNN Architectures
Brandon Yang · Gabriel Bender · Quoc V Le · Jiquan Ngiam
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #135
Convolution with even-sized kernels and symmetric padding
In Deep Learning -- CNN Architectures
Shuang Wu · Guanrui Wang · Pei Tang · Feng Chen · Luping Shi
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #136
Deep Active Learning with a Neural Architecture Search
In Deep Learning -- CNN Architectures
Yonatan Geifman · Ran El-Yaniv
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #137
Deep Scale-spaces: Equivariance Over Scale
In Deep Learning -- CNN Architectures
Daniel Worrall · Max Welling
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #138
DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters
In Deep Learning -- CNN Architectures
W. O. K. Asiri Suranga Wijesinghe · Qing Wang
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #139
Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks
In Deep Learning -- CNN Architectures
Kohei Hayashi · Taiki Yamaguchi · Yohei Sugawara · Shin-ichi Maeda
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #140
Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias
In Deep Learning -- CNN Architectures
Stéphane d'Ascoli · Levent Sagun · Giulio Biroli · Joan Bruna
[ Paper]  [ Poster]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #141
Fixing the train-test resolution discrepancy
In Deep Learning -- CNN Architectures
Hugo Touvron · Andrea Vedaldi · Matthijs Douze · Herve Jegou
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #142
Gaussian-Based Pooling for Convolutional Neural Networks
In Deep Learning -- CNN Architectures
Takumi Kobayashi
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #143
General E(2)-Equivariant Steerable CNNs
In Deep Learning -- CNN Architectures
Maurice Weiler · Gabriele Cesa
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #144
Learning Stable Deep Dynamics Models
In Deep Learning -- CNN Architectures
J. Zico Kolter · Gaurav Manek
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #145
Neural Similarity Learning
In Deep Learning -- CNN Architectures
Weiyang Liu · Zhen Liu · James Rehg · Le Song
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #146
Cross-channel Communication Networks
In Deep Learning -- CNN Architectures
Jianwei Yang · Zhile Ren · Chuang Gan · Hongyuan Zhu · Devi Parikh
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #147
Positional Normalization
In Deep Learning -- CNN Architectures
Boyi Li · Felix Wu · Kilian Weinberger · Serge Belongie
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #148
Powerset Convolutional Neural Networks
In Deep Learning -- CNN Architectures
Chris Wendler · Markus Püschel · Dan Alistarh
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #149
Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks
In Deep Learning -- CNN Architectures
Qiyang Li · Saminul Haque · Cem Anil · James Lucas · Roger Grosse · Joern-Henrik Jacobsen
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #150
Self-Routing Capsule Networks
In Deep Learning -- CNN Architectures
Taeyoung Hahn · Myeongjang Pyeon · Gunhee Kim
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #151
Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations.
In Deep Learning -- CNN Architectures
Sawyer Birnbaum · Volodymyr Kuleshov · Zayd Enam · Pang Wei Koh · Stefano Ermon
[ Paper]  [ Poster]