Representation Learning

Label Embedding for Chinese Grapheme-to-Phoneme Conversion Interspeech 2021 Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning NeurIPS 2021 LaLaLoc: Latent Layout Localisation in Dynamic, Unvisited Environments ICCV 2021 LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization EMNLP 2021 Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments EMNLP 2021 Language Model Augmented Relevance Score ACL 2021 Language Modelling as a Multi-Task Problem EACL 2021 Large-Capacity Image Steganography Based on Invertible Neural Networks CVPR 2021 Large-Margin Contrastive Learning with Distance Polarization Regularizer ICML 2021 Large-Scale English-Japanese Simultaneous Interpretation Corpus: Construction and Analyses with Sentence-Aligned Data ACL 2021 Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods NeurIPS 2021 Large-Scale Learning with Fourier Features and Tensor Decompositions NeurIPS 2021 Large-Scale Unsupervised Object Discovery NeurIPS 2021 LASR: Learning Articulated Shape Reconstruction From a Monocular Video CVPR 2021 LassoNet: A Neural Network with Feature Sparsity JMLR 2021 Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons NeurIPS 2021 Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition AAAI 2021 Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification ICML 2021 Latent variable modeling with random features AISTATS 2021 LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes NAACL 2021 LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution CVPR 2021 Layer-Assisted Neural Topic Modeling over Document Networks IJCAI 2021 LayoutReader: Pre-training of Text and Layout for Reading Order Detection EMNLP 2021 LayoutTransformer: Layout Generation and Completion With Self-Attention ICCV 2021 LDLE: Low Distortion Local Eigenmaps JMLR 2021