Graph Structured Prediction Energy Net Algorithms
Colin Graber, Alexander Schwing

Chirality Nets: Exploiting Structure in Human Pose Regression Raymond A Yeh, Yuan-Ting Hu, Alexander Schwing

Co-Generation with GANs using AIS based HMC
Tian Tian Fang, Alexander Schwing

Object-oriented state editing for HRL Victor Bapst, Alvaro Sanchez-Gonzalez, Omar Shams, Kimberly Stachenfeld, Peter Battaglia, Satinder Singh, Jessica B. Hamrick

No Representation without Transformation
Giorgio Giannone, Jonathan Masci, Christian Osendorfer

Object Abstraction in Visual Model-Based Reinforcement Learning
Rishi Veerapaneni, John D. Co-Reyes, Michael Chang, Michael Janner, Chelsea Finn, Jiajun Wu, Joshua Tenenbaum, Sergey Levine

Unsupervised Neural Segmentation and Clustering for Unit Discovery in Sequential Data Jan K Chorowski, Nanxin Chen, Ricard Marxer, Hans J.G.A. Dolfing, Adrian Łańcucki, Guillaume Sanchez, Sameer Khurana, Tanel Alumäe, Antoine Laurent

Why Aren’t All Predictive Coding Networks Generative? Jeff Orchard, Wei Sun, Neil Liu

R-SQAIR:Relational Sequential Attend, Infer, Repeat
Aleksandar Stanic, Jürgen Schmidhuber

Localizing Occluders with Compositional Convolutional Networks Adam Kortylewski, Qing Liu, Huiyu Wang, Zhishuai Zhang, Alan Yuille

CvxNets: Learnable Convex Decomposition Boyang Deng, Kyle Genova, Soroosh Yazdani, Sofien Bouaziz, Geoffrey Hinton, Andrea Tagliasacchi

Spatially Invariant, Label-free Object Tracking Eric Crawford, Joelle Pineau

Incorporating Domain Knowledge About XRF Spectra into Neural Networks
Matthew Dirks, David Poole

LAVAE: Disentangling Location and Appearance
Andrea Dittadi, Ole Winther

Real-time Approximate Inference for Scene Understanding with Generative Models Javier Felip, Nilesh A Ahuja, David Gomez Gutierrez, Omesh Tickoo, Vikash Mansinghka

Differentiable Mapping Networks: Learning Task-Oriented Latent Maps with Spatial Structure
Peter Karkus, Anelia Angelova, Rico Jonschkowski

Learning Optimization Models of Graphs
Rakshit Trivedi, Jiachen Yang, Hongyuan Zha

Program Synthesis for Images using Tree-Structured LSTM Chenghui Zhou, Chun-Liang Li, Barnabas Poczos

Causal Neighborhood Analysis for Detection of Adversarial Examples Sunny Raj, Sumit Kumar Jha, Susmit Jha

Structured differentiable models of 3D scenes via generative scene graphs
Ben Zinberg, Marco Cusumano-Towner, Vikash K. Mansinghka

Multilingual KERMIT: It’s Not Easy Being Generative
Harris Chan, Jamie Kiros, William Chan