Unordered List ItemSpatial transformer network (2015), M. Jaderberg et al., [pdf]
Ask your neurons: A neural-based approach to answering questions about images (2015), M. Malinowski et al. [pdf]
Exploring models and data for image question answering (2015), M. Ren et al. [pdf]
Are you talking to a machine? dataset and methods for multilingual image question (2015), H. Gao et al. [pdf]
Mind's eye: A recurrent visual representation for image caption generation (2015), X. Chen and C. Zitnick. [pdf]
From captions to visual concepts and back (2015), H. Fang et al. [pdf].
Towards AI-complete question answering: A set of prerequisite toy tasks (2015), J. Weston et al. [pdf]
Ask me anything: Dynamic memory networks for natural language processing (2015), A. Kumar et al. [pdf]
Unsupervised learning of video representations using LSTMs (2015), N. Srivastava et al. [pdf]
Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding (2015), S. Han et al. [pdf]
Improved semantic representations from tree-structured long short-term memory networks (2015), K. Tai et al. [pdf]
Character-aware neural language models (2015), Y. Kim et al. [pdf]
Grammar as a foreign language (2015), O. Vinyals et al. [pdf]
Trust Region Policy Optimization (2015), J. Schulman et al. [pdf]
Beyond short snippents: Deep networks for video classification (2015) [pdf]
Learning Deconvolution Network for Semantic Segmentation (2015), H. Noh et al. [pdf]
Learning spatiotemporal features with 3d convolutional networks (2015), D. Tran et al. [pdf]
Understanding neural networks through deep visualization (2015), J. Yosinski et al. [pdf]
An Empirical Exploration of Recurrent Network Architectures (2015), R. Jozefowicz et al. [pdf]
Training very deep networks (2015), R. Srivastava et al. [pdf]
Deep generative image models using a laplacian pyramid of adversarial networks (2015), E.Denton et al. [pdf]
Gated Feedback Recurrent Neural Networks (2015), J. Chung et al. [pdf]
Fast and accurate deep network learning by exponential linear units (ELUS) (2015), D. Clevert et al. [pdf]
Pointer networks (2015), O. Vinyals et al. [pdf]
Visualizing and Understanding Recurrent Networks (2015), A. Karpathy et al. [pdf]
Attention-based models for speech recognition (2015), J. Chorowski et al. [pdf]
End-to-end memory networks (2015), S. Sukbaatar et al. [pdf]
Describing videos by exploiting temporal structure (2015), L. Yao et al. [pdf]
A neural conversational model (2015), O. Vinyals and Q. Le. [pdf]