Representation Learning

Neural Word Decomposition Models for Abusive Language Detection ACL 2019 NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences CVPR 2019 Non-Adversarial Image Synthesis With Generative Latent Nearest Neighbors CVPR 2019 Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics NeurIPS 2019 Normalized Diversification CVPR 2019 No Training Required: Exploring Random Encoders for Sentence Classification ICLR 2019 Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks AAAI 2019 Object Tracking by Reconstruction With View-Specific Discriminative Correlation Filters CVPR 2019 Occupancy Networks: Learning 3D Reconstruction in Function Space CVPR 2019 One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL 2019 On Lifted Inference Using Neural Embeddings AAAI 2019 Online Normalization for Training Neural Networks NeurIPS 2019 On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks NeurIPS 2019 On The Classification-Distortion-Perception Tradeoff NeurIPS 2019 On the Intrinsic Dimensionality of Image Representations CVPR 2019 On the Word Alignment from Neural Machine Translation ACL 2019 Open Sesame: Getting inside BERT’s Linguistic Knowledge ACL 2019 Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019 Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching EMNLP 2019 Orthogonality-Promoting Dictionary Learning via Bayesian Inference AAAI 2019 Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction CVPR 2019 PaperRobot: Incremental Draft Generation of Scientific Ideas ACL 2019 Parameter-free Sentence Embedding via Orthogonal Basis EMNLP 2019 Part-Regularized Near-Duplicate Vehicle Re-Identification CVPR 2019 Patch-Based Progressive 3D Point Set Upsampling CVPR 2019