Self-Supervised Learning

Implicit variance regularization in non-contrastive SSL NeurIPS 2023 Improved Contextualized Speech Representations for Tonal Analysis Interspeech 2023 Improved Test-Time Adaptation for Domain Generalization CVPR 2023 Improved Training of Deep Text Clustering EMNLP 2023 Improvements on Uncertainty Quantification for Node Classification via Distance Based Regularization NeurIPS 2023 Improving Adaptive Conformal Prediction Using Self-Supervised Learning AISTATS 2023 Improving Biomedical Entity Linking with Cross-Entity Interaction AAAI 2023 Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers ACL 2023 Improving Consistency for Text Summarization with Energy Functions EMNLP 2023 Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning EMNLP 2023 Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues CVPR 2023 Improving Multi-Criteria Chinese Word Segmentation through Learning Sentence Representation EMNLP 2023 Improving multimodal datasets with image captioning NeurIPS 2023 Improving Pixel-based MIM by Reducing Wasted Modeling Capability ICCV 2023 Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information WACV 2023 Improving Predicate Representation in Scene Graph Generation by Self-Supervised Learning WACV 2023 Improving Representation Learning for Histopathologic Images with Cluster Constraints ICCV 2023 Improving Self-supervised Molecular Representation Learning using Persistent Homology NeurIPS 2023 Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning ACL 2023 Improving Speaker Verification with Self-Pretrained Transformer Models Interspeech 2023 Improving Summarization with Human Edits EMNLP 2023 Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target Interspeech 2023 Improving training datasets for resource-constrained speaker recognition neural networks Interspeech 2023 Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations CVPR 2023 Improving Visual Representation Learning Through Perceptual Understanding CVPR 2023