Representation Learning

Invertible Residual Networks ICML 2019 Inverting Supervised Representations with Autoregressive Neural Density Models AISTATS 2019 Invert to Learn to Invert NeurIPS 2019 Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification EMNLP 2019 Investigating Multilingual NMT Representations at Scale EMNLP 2019 Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications NAACL 2019 Investigation of F0 Conditioning and Fully Convolutional Networks in Variational Autoencoder Based Voice Conversion Interspeech 2019 Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts EMNLP 2019 Is Word Segmentation Necessary for Deep Learning of Chinese Representations? ACL 2019 Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision CVPR 2019 Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning CVPR 2019 Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs ICLR 2019 Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images ICCV 2019 Joint Discriminative and Generative Learning for Person Re-Identification CVPR 2019 Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation AAAI 2019 Joint Entity Extraction and Assertion Detection for Clinical Text ACL 2019 Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction EMNLP 2019 Joint Face Detection and Facial Motion Retargeting for Multiple Faces CVPR 2019 Jointly Aligning Millions of Images With Deep Penalised Reconstruction Congealing ICCV 2019 Jointly Extracting Multiple Triplets with Multilayer Translation Constraints AAAI 2019 Joint Manifold Diffusion for Combining Predictions on Decoupled Observations CVPR 2019 Joint Nonparametric Precision Matrix Estimation with Confounding UAI 2019 Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation CVPR 2019 Joint Representation Learning for Multi-Modal Transportation Recommendation AAAI 2019 Joint Representative Selection and Feature Learning: A Semi-Supervised Approach CVPR 2019