Representation Learning

When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL 2021 When Is Unsupervised Disentanglement Possible? NeurIPS 2021 Where and What? Examining Interpretable Disentangled Representations CVPR 2021 Which is Better for Deep Learning: Python or MATLAB? Answering Comparative Questions in Natural Language EACL 2021 Which is Making the Contribution: Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis EMNLP 2021 Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NeurIPS 2021 Whisper Speech Enhancement Using Joint Variational Autoencoder for Improved Speech Recognition Interspeech 2021 Whitening for Self-Supervised Representation Learning ICML 2021 Whittle Networks: A Deep Likelihood Model for Time Series ICML 2021 Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021 Why Do Better Loss Functions Lead to Less Transferable Features? NeurIPS 2021 Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning NeurIPS 2021 Wide-Baseline Relative Camera Pose Estimation With Directional Learning CVPR 2021 WMDecompose: A Framework for Leveraging the Interpretable Properties of Word Mover’s Distance in Sociocultural Analysis EMNLP 2021 Word2Fun: Modelling Words as Functions for Diachronic Word Representation NeurIPS 2021 Word centrality constrained representation for keyphrase extraction NAACL 2021 Word Equations: Inherently Interpretable Sparse Word Embeddings through Sparse Coding EMNLP 2021 Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives ACL 2021 World Model as a Graph: Learning Latent Landmarks for Planning ICML 2021 Writing Style Author Embedding Evaluation EMNLP 2021 W-RST: Towards a Weighted RST-style Discourse Framework ACL 2021 X-Class: Text Classification with Extremely Weak Supervision NAACL 2021 XOR-CD: Linearly Convergent Constrained Structure Generation ICML 2021 XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors AAAI 2021 Your "Flamingo" is My "Bird": Fine-Grained, or Not CVPR 2021