Self-Supervised Learning

Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks Interspeech 2022 Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism Interspeech 2022 Improving Video Model Transfer With Dynamic Representation Learning CVPR 2022 Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention Interspeech 2022 Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards AAAI 2022 In-Context Learning for Few-Shot Dialogue State Tracking EMNLP 2022 Incorporating Subjectivity into Gendered Ambiguous Pronoun (GAP) Resolution using Style Transfer NAACL 2022 Increasing the Diversity of Deep Generative Models AAAI 2022 Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis CVPR 2022 Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device Interspeech 2022 Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022 Inducing Positive Perspectives with Text Reframing ACL 2022 InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022 Information Injection to Deep Learning Solutions in Knowledge Transfer IJCAI 2022 Innovators@SMM4H’22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets COLING 2022 InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022 Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022 Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings Interspeech 2022 Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning MIDL 2022 Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022 Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022 Introducing Variational Autoencoders to High School Students AAAI 2022 Invariant Causal Representation Learning for Out-of-Distribution Generalization ICLR 2022 Invariant Information Bottleneck for Domain Generalization AAAI 2022 Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition Interspeech 2022