NIPS Submissions

AI-Survey for Self-Flying Vehicles: Exploring the Challenges of Deep Learning
Sebastian Süss, Tobias Rüdiger, Florian Ölsner, Friedrich Möller, Mateusz Olichwer, , ,
- 12 Oct 2018 (modified: 22 Nov 2018)
- NIPS 2018 Workshop MLITS Submission
- Readers: Everyone
Salad: A Toolbox for Semi-supervised Adaptive Learning Across Domains
Steffen Schneider, Alexander S. Ecker, Jakob H. Macke, Matthias Bethge
- 30 Sep 2018 (modified: 15 Nov 2018)
- NIPS 2018 Workshop MLOSS Submission
- Readers: Everyone
Tensorflex: Tensorflow bindings for the Elixir programming language
Anshuman Chhabra, José Valim
- 21 Sep 2018 (modified: 15 Nov 2018)
- NIPS 2018 Workshop MLOSS Submission
- Readers: Everyone
PyLissom: A tool for modeling computational maps of the visual cortex in PyTorch
Hernan Barijhoff, Rosana Matuk Herrera
- 30 Sep 2018 (modified: 14 Nov 2018)
- NIPS 2018 Workshop MLOSS Submission
- Readers: Everyone
Rethinking the Value of Network Pruning
Zhuang Liu, Mingjie Sun, Tinghui Zhou, Gao Huang, Trevor Darrell
- 20 Oct 2018 (modified: 14 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
PocketFlow: An Automated Framework for Compressing and Accelerating Deep Neural Networks
Jiaxiang Wu, Yao Zhang, Haoli Bai, Huasong Zhong, Jinlong Hou, Wei Liu, Wenbing Huang, Junzhou Huang
- 20 Oct 2018 (modified: 14 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Withdraw
Withdraw
- 30 Sep 2018 (modified: 13 Nov 2018)
- NIPS 2018 Workshop MLOSS Submission
- Readers: Everyone
Pruning neural networks: is it time to nip it in the bud?
Elliot J. Crowley, Jack Turner, Amos Storkey, Michael O'Boyle
- 10 Oct 2018 (modified: 13 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Differentiable Fine-grained Quantization for Deep Neural Network Compression
Hsin-Pai Cheng, Yuanjun Huang, Xuyang Guo, Feng Yan, Yifei Huang, Wei Wen, Hai Li, Yiran Chen
- 20 Oct 2018 (modified: 13 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
SeCSeq: Semantic Coding for Sequence-to-Sequence based Extreme Multi-label Classification
Wei-Cheng Chang, Hsiang-Fu Yu, Inderjit S. Dhillon, Yiming Yang
- 13 Nov 2018 (modified: 13 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Universal Deep Neural Network Compression
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
- 19 Oct 2018 (modified: 13 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Fast On-the-fly Retraining-free Sparsification of Convolutional Neural Networks
Amir H. Ashouri, Tarek Abdelrahman, Alwyn Dos Remedios
- 19 Oct 2018 (modified: 13 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Linear Backprop in non-linear networks
Mehrdad Yazdani
- 20 Oct 2018 (modified: 13 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Learning Compact Networks via Adaptive Network Regularization
Sivaramakrishnan Sankarapandian, Anil Kag, Rachel Manzelli, Brian Kulis
- 20 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
EnergyNet: Energy-Efficient Dynamic Inference
Yue Wang, Tan Nguyen, Yang Zhao, Zhangyang Wang, Yingyan Lin, Richard Baraniuk
- 20 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Bayesian Sparsification of Gated Recurrent Neural Networks
Ekaterina Lobacheva, Nadezhda Chirkova, Dmitry Vetrov
- 20 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Differentiable Training for Hardware Efficient LightNNs
Ruizhou Ding, Zeye Liu, Ting-Wu Chin, Diana Marculescu, R.D. (Shawn) Blanton
- 20 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Dynamic parameter reallocation improves trainability of deep convolutional networks
Hesham Mostafa, Xin Wang
- 20 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Compression of Acoustic Event Detection Models with Low-rank Matrix Factorization and Quantization Training
Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang
- 19 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition
Yu Pan, Jing Xu, Maolin Wang, Fei Wang, Kun Bai, Zenglin Xu
- 12 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Iteratively Training Look-Up Tables for Network Quantization
Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
- 19 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters
Marton Havasi, Robert Peharz, José Miguel Hernández-Lobato
- 03 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Transformer to CNN: Label-scarce distillation for efficient text classification
Yew Ken Chia, Sam Witteveen, Martin Andrews
- 20 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Adaptive Mixture of Low-Rank Factorizations for Compact Neural Modeling
Ting Chen, Ji Lin, Tian Lin, Song Han, Chong Wang, Denny Zhou
- 20 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone
Succinct Source Coding of Deep Neural Networks
Sourya Basu, Lav R. Varshney
- 15 Oct 2018 (modified: 12 Nov 2018)
- NIPS 2018 Workshop CDNNRIA Blind Submission
- Readers: Everyone