firstbacksecondback
194 Results
|
Poster
|
Tue 7:45 |
Modern Neural Networks Generalize on Small Data Sets Matthew Olson · Abraham Wyner · Richard Berk |
|
|
Poster
|
Thu 7:45 |
How Many Samples are Needed to Estimate a Convolutional Neural Network? Simon Du · Yining Wang · Xiyu Zhai · Sivaraman Balakrishnan · Russ Salakhutdinov · Aarti Singh |
|
|
Workshop
|
Fri 6:30 |
Bandwidth efficient deep learning by model compression Song Han |
|
|
Poster
|
Tue 14:00 |
Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution Zhisheng Zhong · Tiancheng Shen · Yibo Yang · Zhouchen Lin · Chao Zhang |
|
|
Poster
|
Tue 7:45 |
Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data Yuanzhi Li · Yingyu Liang |
|
|
Poster
|
Wed 14:00 |
Visual Reinforcement Learning with Imagined Goals Ashvin Nair · Vitchyr Pong · Murtaza Dalal · Shikhar Bahl · Steven Lin · Sergey Levine |
|
|
Workshop
|
Fri 14:30 |
Tomaso Poggio (MIT): Dynamical System Theory for Deep Learning Tomaso Poggio |
|
|
Poster
|
Wed 14:00 |
Unsupervised Video Object Segmentation for Deep Reinforcement Learning Vikash Goel · Jameson Weng · Pascal Poupart |
|
|
Poster
|
Wed 7:45 |
Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks Yusuke Tsuzuku · Issei Sato · Masashi Sugiyama |
|
|
Poster
|
Tue 7:45 |
Predictive Uncertainty Estimation via Prior Networks Andrey Malinin · Mark Gales |
|
|
Poster
|
Thu 14:00 |
Neural Architecture Optimization Renqian Luo · Fei Tian · Tao Qin · Enhong Chen · Tie-Yan Liu |
|
|
Poster
|
Thu 7:45 |
MetaReg: Towards Domain Generalization using Meta-Regularization Yogesh Balaji · Swami Sankaranarayanan · Rama Chellappa |