Representation Learning

RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials CVPR 2018 Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks EMNLP 2018 Recognizing Human Actions as the Evolution of Pose Estimation Maps CVPR 2018 Reconstruction Network for Video Captioning CVPR 2018 Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation EMNLP 2018 Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018 Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR 2018 Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018 Removing the Feature Correlation Effect of Multiplicative Noise NeurIPS 2018 Representation Learning for Treatment Effect Estimation from Observational Data NeurIPS 2018 Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018 Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model EMNLP 2018 Rethinking Feature Distribution for Loss Functions in Image Classification CVPR 2018 Revisiting Deep Intrinsic Image Decompositions CVPR 2018 Revisiting neural relation classification in clinical notes with external information EMNLP 2018 Ring Loss: Convex Feature Normalization for Face Recognition CVPR 2018 Robust Classification With Convolutional Prototype Learning CVPR 2018 Sampling Informative Training Data for RNN Language Models ACL 2018 Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection CVPR 2018 SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing EMNLP 2018 Sentence-State LSTM for Text Representation ACL 2018 Sentiment Classification towards Question-Answering with Hierarchical Matching Network EMNLP 2018 Separating Style and Content for Generalized Style Transfer CVPR 2018 SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation CVPR 2018 Siamese CNN-BiLSTM Architecture for 3D Shape Representation Learning IJCAI 2018