Representation Learning

DOBF: A Deobfuscation Pre-Training Objective for Programming Languages NeurIPS 2021 DocParser: Hierarchical Document Structure Parsing from Renderings AAAI 2021 Document-level Relation Extraction as Semantic Segmentation IJCAI 2021 Document-Level Relation Extraction with Reconstruction AAAI 2021 Do Different Deep Metric Learning Losses Lead to Similar Learned Features? ICCV 2021 Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021 Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks EMNLP 2021 Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NeurIPS 2021 Domain Generalization using Causal Matching ICML 2021 Domain Generalization with MixStyle ICLR 2021 Domain Invariant Representation Learning with Domain Density Transformations NeurIPS 2021 Do not neglect related languages: The case of low-resource Occitan cross-lingual word embeddings EMNLP 2021 Don’t Change Me! User-Controllable Selective Paraphrase Generation EACL 2021 DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video WACV 2021 Do RNN States Encode Abstract Phonological Alternations? NAACL 2021 Do Syntax Trees Help Pre-trained Transformers Extract Information? EACL 2021 Do Transformers Really Perform Badly for Graph Representation? NeurIPS 2021 Doubly non-central beta matrix factorization for DNA methylation data UAI 2021 Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth ICLR 2021 DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection ICCV 2021 DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting EACL 2021 DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation CVPR 2021 Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks NeurIPS 2021 Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers NeurIPS 2021 Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition Interspeech 2021