Papers
Transfer Learning with Neural AutoML
Catherine Wong, Neil Houlsby, Yifeng Lu et al.
Transfer of Deep Reactive Policies for MDP Planning
Aniket (Nick) Bajpai, Sankalp Garg, Mausam
Transfer of Value Functions via Variational Methods
Andrea Tirinzoni, Rafael Rodriguez Sanchez, Marcello Restelli
Tree-to-tree Neural Networks for Program Translation
Xinyun Chen, Chang Liu, Dawn Song
Turbo Learning for CaptionBot and DrawingBot
Qiuyuan Huang, Pengchuan Zhang, Dapeng Wu et al.
Uncertainty-Aware Attention for Reliable Interpretation and Prediction
Jay Heo, Hae Beom Lee, Saehoon Kim et al.
Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Loss
Stephen Mussmann, Percy Liang
Understanding Batch Normalization
Nils Bjorck, Carla P. Gomes, Bart Selman et al.
Understanding Regularized Spectral Clustering via Graph Conductance
Yilin Zhang, Karl Rohe
Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners
Yuxin Chen, Adish Singla, Oisin Mac Aodha et al.
Uniform Convergence of Gradients for Non-Convex Learning and Optimization
Dylan J Foster, Ayush Sekhari, Karthik Sridharan
Universal Growth in Production Economies
Simina Branzei, Ruta Mehta, Noam Nisan
Unorganized Malicious Attacks Detection
Ming Pang, Wei Gao, Min Tao et al.
Unsupervised Adversarial Invariance
Ayush Jaiswal, Rex Yue Wu, Wael Abd-Almageed et al.
Unsupervised Attention-guided Image-to-Image Translation
Youssef Alami Mejjati, Christian Richardt, James Tompkin et al.
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces
Yu-An Chung, Wei-Hung Weng, Schrasing Tong et al.
Unsupervised Depth Estimation, 3D Face Rotation and Replacement
Joel Ruben Antony Moniz, Christopher Beckham, Simon Rajotte et al.
Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound
Hadi Kazemi, Sobhan Soleymani, Fariborz Taherkhani et al.
Unsupervised Learning of Artistic Styles with Archetypal Style Analysis
Daan Wynen, Cordelia Schmid, Julien Mairal
Unsupervised Learning of Object Landmarks through Conditional Image Generation
Tomas Jakab, Ankush Gupta, Hakan Bilen et al.
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds
Eldar Insafutdinov, Alexey Dosovitskiy
Unsupervised Learning of View-invariant Action Representations
Junnan Li, Yongkang Wong, Qi Zhao et al.
Unsupervised Text Style Transfer using Language Models as Discriminators
Zichao Yang, Zhiting Hu, Chris Dyer et al.
Unsupervised Video Object Segmentation for Deep Reinforcement Learning
Vikash Goel, Jameson Weng, Pascal Poupart