Representation Learning

Gated Recurrent Convolution Neural Network for OCR NeurIPS 2017 Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs CVPR 2017 Graph-based Isometry Invariant Representation Learning ICML 2017 Harmonic Networks: Deep Translation and Rotation Equivariance CVPR 2017 Hash Embeddings for Efficient Word Representations NeurIPS 2017 Hiding Images in Plain Sight: Deep Steganography NeurIPS 2017 Hierarchical LSTMs with Joint Learning for Estimating Customer Satisfaction from Contact Center Calls Interspeech 2017 How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs EACL 2017 How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis EACL 2017 HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors CVPR 2017 Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NeurIPS 2017 iCaRL: Incremental Classifier and Representation Learning CVPR 2017 Identifying First-Person Camera Wearers in Third-Person Videos CVPR 2017 Identifying Humor in Reviews using Background Text Sources EMNLP 2017 Idiom-Aware Compositional Distributed Semantics EMNLP 2017 IM2CAD CVPR 2017 Implicit Syntactic Features for Target-dependent Sentiment Analysis IJCNLP 2017 Improved Word Representation Learning with Sememes ACL 2017 Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings ACL 2017 Improving Neural Parsing by Disentangling Model Combination and Reranking Effects ACL 2017 Improving RANSAC-Based Segmentation Through CNN Encapsulation CVPR 2017 Improving Source Separation via Multi-Speaker Representations Interspeech 2017 Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects CVPR 2017 Incorporating Side Information by Adaptive Convolution NeurIPS 2017 Incremental Graph-based Neural Dependency Parsing EMNLP 2017