Representation Learning

A Differential Entropy Estimator for Training Neural Networks ICML 2022 Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach NeurIPS 2022 Adversarial Robustness in Multi-Task Learning: Promises and Illusions AAAI 2022 AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification Interspeech 2022 Aesthetic Text Logo Synthesis via Content-Aware Layout Inferring CVPR 2022 AE-StyleGAN: Improved Training of Style-Based Auto-Encoders WACV 2022 Affective Retrofitted Word Embeddings AACL 2022 A Forward Approach for Sufficient Dimension Reduction in Binary Classification JMLR 2022 A free lunch from the noise: Provable and practical exploration for representation learning UAI 2022 A Functional Information Perspective on Model Interpretation ICML 2022 A Geometric Perspective on Variational Autoencoders NeurIPS 2022 AGRank: Augmented Graph-based Unsupervised Keyphrase Extraction AACL 2022 A Graph Enhanced BERT Model for Event Prediction ACL 2022 A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition Interspeech 2022 AgraSSt: Approximate Graph Stein Statistics for Interpretable Assessment of Implicit Graph Generators NeurIPS 2022 Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift NeurIPS 2022 A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis COLING 2022 A Hierarchical Speaker Representation Framework for One-shot Singing Voice Conversion Interspeech 2022 A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022 AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles COLING 2022 A Keypoint-Based Global Association Network for Lane Detection CVPR 2022 Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning With Pairwise Alignment CVPR 2022 A large-scale computational study of content preservation measures for text style transfer and paraphrase generation ACL 2022 Algorithmic Concept-Based Explainable Reasoning AAAI 2022 Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks EMNLP 2022