representation learning

Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics ICLR 2021 An Attribute-Aligned Strategy for Learning Speech Representation Interspeech 2021 AntVoice Neural Speaker Embedding System for FFSVC 2020 Interspeech 2021 An Unsupervised Deep Learning Approach for Real-World Image Denoising ICLR 2021 An unsupervised video game playstyle metric via state discretization UAI 2021 APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021 Applying the Information Bottleneck Principle to Prosodic Representation Learning Interspeech 2021 A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups ICML 2021 A Receptor Skeleton for Capsule Neural Networks ICML 2021 A Relation-Oriented Clustering Method for Open Relation Extraction EMNLP 2021 Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense EACL 2021 A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning ICML 2021 Artistic Style Transfer with Internal-external Learning and Contrastive Learning NeurIPS 2021 A Simple Feature Augmentation for Domain Generalization ICCV 2021 Asymptotics of representation learning in finite Bayesian neural networks NeurIPS 2021 A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning NeurIPS 2021 Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021 A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning Based on Rényi Divergence Minimization Interspeech 2021 A Universal Representation Transformer Layer for Few-Shot Image Classification ICLR 2021 Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation NeurIPS 2021 Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021 Automated Concatenation of Embeddings for Structured Prediction ACL 2021 Auxiliary Learning by Implicit Differentiation ICLR 2021 Auxiliary Tasks for Efficient Learning of Point-Goal Navigation WACV 2021 AUXILIARY TASK UPDATE DECOMPOSITION: THE GOOD, THE BAD AND THE NEUTRAL ICLR 2021