Papers
A Superlinearly-Convergent Proximal Newton-type Method for the Optimization of Finite Sums
Anton Rodomanov, Dmitry Kropotov
A Supervised Approach for Enriching the Relational Structure of Frame Semantics in FrameNet
Shafqat Mumtaz Virk, Philippe Muller, Juliette Conrath
Asymmetric Multi-task Learning Based on Task Relatedness and Loss
Giwoong Lee, Eunho Yang, Sung Hwang
Asymptotic behavior of \ell_p-based Laplacian regularization in semi-supervised learning
Ahmed El Alaoui, Xiang Cheng, Aaditya Ramdas et al.
Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adria Puigdomenech Badia, Mehdi Mirza et al.
Asynchronous Parallel Greedy Coordinate Descent
Yang You, Xiangru Lian, Ji Liu et al.
A Task-Oriented Approach for Cost-Sensitive Recognition
Roozbeh Mottaghi, Hannaneh Hajishirzi, Ali Farhadi
A Template-Based Approach for Speech Synthesis Intonation Generation Using LSTMs
Srikanth Ronanki, Gustav Eje Henter, Zhizheng Wu et al.
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks
Yarin Gal, Zoubin Ghahramani
A Theory of Generative ConvNet
Jianwen Xie, Yang Lu, Song-Chun Zhu et al.
A Tool for Efficient Content Compilation
Boris Galitsky
Attend, Infer, Repeat: Fast Scene Understanding with Generative Models
S. M. Ali Eslami, Nicolas Heess, Theophane Weber et al.
Attending to Characters in Neural Sequence Labeling Models
Marek Rei, Gamal Crichton, Sampo Pyysalo
Attention Assisted Discovery of Sub-Utterance Structure in Speech Emotion Recognition
Che-Wei Huang, Shrikanth S. Narayanan
Attention-Based Convolutional Neural Network for Semantic Relation Extraction
Yatian Shen, Xuanjing Huang
Attention-Based Convolutional Neural Networks for Sentence Classification
Zhiwei Zhao, Youzheng Wu
Attention to Scale: Scale-Aware Semantic Image Segmentation
Liang-Chieh Chen, Yi Yang, Jiang Wang et al.
At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech
Maximilian Schmitt, Fabien Ringeval, Björn Schuller
AttSum: Joint Learning of Focusing and Summarization with Neural Attention
Ziqiang Cao, Wenjie Li, Sujian Li et al.
Audio-Based Distributional Representations of Meaning Using a Fusion of Feature Encodings
Giannis Karamanolakis, Elias Iosif, Athanasia Zlatintsi et al.
Audio-to-Visual Speech Conversion Using Deep Neural Networks
Sarah Taylor, Akihiro Kato, Iain Matthews et al.
Audio-Visual Speech Recognition Using Bimodal-Trained Bottleneck Features for a Person with Severe Hearing Loss
Yuki Takashima, Ryo Aihara, Tetsuya Takiguchi et al.