Papers
Learning Dense Correspondence via 3D-Guided Cycle Consistency
Tinghui Zhou, Philipp Krahenbuhl, Mathieu Aubry et al.
Learning to Assign Orientations to Feature Points
Kwang Moo Yi, Yannick Verdie, Pascal Fua et al.
Anticipating Visual Representations From Unlabeled Video
Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
Learning Attributes Equals Multi-Source Domain Generalization
Chuang Gan, Tianbao Yang, Boqing Gong
One-Shot Learning of Scene Locations via Feature Trajectory Transfer
Roland Kwitt, Sebastian Hegenbart, Marc Niethammer
Latent Embeddings for Zero-Shot Classification
Yongqin Xian, Zeynep Akata, Gaurav Sharma et al.
Multi-Cue Zero-Shot Learning With Strong Supervision
Zeynep Akata, Mateusz Malinowski, Mario Fritz et al.
Learning Deep Representations of Fine-Grained Visual Descriptions
Scott Reed, Zeynep Akata, Honglak Lee et al.
Neural Module Networks
Jacob Andreas, Marcus Rohrbach, Trevor Darrell et al.
Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction
Hyeonwoo Noh, Paul Hongsuck Seo, Bohyung Han
Stacked Attention Networks for Image Question Answering
Zichao Yang, Xiaodong He, Jianfeng Gao et al.
Generation and Comprehension of Unambiguous Object Descriptions
Junhua Mao, Jonathan Huang, Alexander Toshev et al.
Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data
Lisa Anne Hendricks, Subhashini Venugopalan, Marcus Rohrbach et al.
First-order Methods for Geodesically Convex Optimization
Hongyi Zhang, Suvrit Sra
The Extended Littlestone’s Dimension for Learning with Mistakes and Abstentions
Chicheng Zhang, Kamalika Chaudhuri
Online learning in repeated auctions
Jonathan Weed, Vianney Perchet, Philippe Rigollet
A Guide to Learning Arithmetic Circuits
Ilya Volkovich
benefits of depth in neural networks
Matus Telgarsky
Memory, Communication, and Statistical Queries
Jacob Steinhardt, Gregory Valiant, Stefan Wager
Best-of-K-bandits
Max Simchowitz, Kevin Jamieson, Benjamin Recht
Interactive Algorithms: from Pool to Stream
Sivan Sabato, Tom Hess
When can we rank well from comparisons of O(n\log(n)) non-actively chosen pairs?
Arun Rajkumar, Shivani Agarwal
Cortical Computation via Iterative Constructions
Christos Papadimitriou, Samantha Petti, Santosh Vempala