NIPS Submissions

Comparison of two gradient computation methods in Python
Sri Hari Krishna Narayanan, Paul Hovland, Kshitij Kulshreshtha, Devashri Nagarkar, Kaitlyn MacIntyre, Riley Wagner, Deqing Fu
- 28 Oct 2017
- NIPS 2017 Workshop Autodiff Submission
- Readers: Everyone
Seq2Tree: A Tree-Structured Extension of LSTM Network
Weicheng Ma, Zhaoheng Ni, Kai Cao, Xiang Li, Sang Chin
- 28 Oct 2017
- NIPS 2017 Workshop Autodiff Submission
- Readers: Everyone
Auto-Differentiating Linear Algebra
Matthias Seeger, Asmus Hetzel, Zhenwen Dai, Neil Lawrence
- 27 Oct 2017
- NIPS 2017 Workshop Autodiff Submission
- Readers: Everyone
Optimal Smoothing for Pathwise Adjoints
Jonathan Hüser, Shih-Te Yang, Uwe Naumann
- 27 Oct 2017 (modified: 27 Oct 2017)
- NIPS 2017 Workshop Autodiff Submission
- Readers: Everyone
Some highlights on Source-to-Source Adjoint AD
Laurent Hascoet
- 19 Oct 2017
- NIPS 2017 Workshop Autodiff Submission
- Readers: Everyone
Monte-Carlo Tree Search vs. Model-Predictive Controller: A Track-Following Example
Hengshuai Yao, Masoud S. Nosrati, Kasra Rezaee
- 11 Oct 2017 (modified: 12 Oct 2017)
- NIPS 2017 Workshop MLITS Submission
- Readers: Everyone
CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition
Dogancan Temel, Gukyeong Kwon, Mohit Prabhushankar, Ghassan AlRegib
- 12 Oct 2017
- NIPS 2017 Workshop MLITS Submission
- Readers: Everyone
Continuity Preserved Monte-Carlo Tree Search for Self-Driving
Hengshuai Yao
- 11 Oct 2017
- NIPS 2017 Workshop MLITS Submission
- Readers: Everyone
Adjoint Code Design Patterns
Uwe Naumann, Jonathan Hüser
- 09 Oct 2017
- NIPS 2017 Workshop Autodiff Submission
- Readers: Everyone
Divide-and-Conquer Checkpointing for Arbitrary Programs\\ with No User Annotation
Jeffrey Mark Siskind, Barak A. Pearlmutter
- 28 Sep 2017
- NIPS 2017 Workshop Autodiff Submission
- Readers: Everyone
TerpreT: A Probabilistic Programming Language for Program Induction
Alexander L. Gaunt, Marc Brockschmidt, Rishabh Singh, Nate Kushman, Pushmeet Kohli, Jonathan Taylor, Daniel Tarlow
- 14 Oct 2016 (modified: 02 Dec 2016)
- NIPS 2016 workshop NAMPI submission
- Readers: Everyone
End-to-End Deep Reinforcement Learning for Lane Keeping Assist
Ahmad El Sallab, Mohammed Abdou, Etienne Perot and Senthil Yogamani
- 15 Oct 2016 (modified: 30 Nov 2016)
- NIPS 2016 workshop MLITS submission
- Readers: Everyone
Similarity Mapping with Enhanced Siamese Network for Multi-Object Tracking
Minyoung Kim, Stefano Alletto, Luca Rigazio
- 15 Oct 2016 (modified: 16 Oct 2016)
- NIPS 2016 workshop MLITS submission
- Readers: Everyone
Efficient decomposition method for the stochastic optimization of public transport schedules
Sofia Zaourar-Michel
- 15 Oct 2016 (modified: 15 Oct 2016)
- NIPS 2016 workshop MLITS submission
- Readers: Everyone
Speeding up Semantic Segmentation for Autonomous Driving
Michael Treml, José Arjona-Medina, Thomas Unterthiner, Rupesh Durgesh, Felix Friedmann, Peter Schuberth, Andreas Mayr, Martin Heusel, Markus Hofmarcher, Michael Widrich, Bernhard Nessler, Sepp Hochreiter,
- 15 Oct 2016 (modified: 15 Oct 2016)
- NIPS 2016 workshop MLITS submission
- Readers: Everyone
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
Chen Liang, Jonathan Berant, Quoc Le, Kenneth Forbus, Ni Lao
- 15 Oct 2016 (modified: 15 Oct 2016)
- NIPS 2016 workshop NAMPI submission
- Readers: Everyone
Mapping Occupancy of Dynamic Environments using Big Data Gaussian Process Classification
Ransalu Senanayake, Simon O’Callaghan, Fabio Ramos
- 15 Oct 2016 (modified: 15 Oct 2016)
- NIPS 2016 workshop MLITS submission
- Readers: Everyone
Probabilistic Neural Programs
Kenton Murray, Jayant Krishnamurthy
- 14 Oct 2016 (modified: 14 Oct 2016)
- NIPS 2016 workshop NAMPI submission
- Readers: Everyone
Learning to superoptimize programs
Rudy Bunel, Alban Desmaison, Pushmeet Kohli, Philip H.S. Torr, M. Pawan Kumar
- 14 Oct 2016 (modified: 14 Oct 2016)
- NIPS 2016 workshop NAMPI submission
- Readers: Everyone
Learning Operations on a Stack with Neural Turing Machines
Tristan Deleu
- 14 Oct 2016 (modified: 14 Oct 2016)
- NIPS 2016 workshop NAMPI submission
- Readers: Everyone
Nonnegative Matrix Factorisation of Bike Sharing System Temporal Network
Ronan Hamon, Pierre Borgnat, Cédric Févotte, Patrick Flandrin,
- 14 Oct 2016 (modified: 14 Oct 2016)
- NIPS 2016 workshop MLITS submission
- Readers: Everyone
Increasing the Stability of CNNs using a Denoising Layer Regularized by Local Lipschitz Constant
Hamed H. Aghdam, Elnaz J. Heravi, Domenec Puig
- 03 Oct 2016 (modified: 03 Oct 2016)
- NIPS 2016 workshop MLITS submission
- Readers: Everyone