Self-Supervised Learning

CTC-based Non-autoregressive Textless Speech-to-Speech Translation ACL 2024 CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning AAAI 2024 Curriculum Consistency Learning for Conditional Sentence Generation EMNLP 2024 Curriculum Masking in Vision-Language Pretraining to Maximize Cross Modal Interaction NAACL 2024 CycleCL: Self-Supervised Learning for Periodic Videos WACV 2024 Cycle Consistency Driven Object Discovery ICLR 2024 CycleGN: A Cycle Consistent Approach for Neural Machine Translation EMNLP 2024 CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns NeurIPS 2024 Cyclic Learning for Binaural Audio Generation and Localization CVPR 2024 Czech Dataset for Complex Aspect-Based Sentiment Analysis Tasks COLING 2024 DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models Interspeech 2024 DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting AAAI 2024 Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement CVPR 2024 DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA NeurIPS 2024 Data Augmentation for Speech-Based Diacritic Restoration ACL 2024 Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning NeurIPS 2024 Data Diversity Matters for Robust Instruction Tuning EMNLP 2024 Data-Efficient Graph Learning AAAI 2024 Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning NeurIPS 2024 Data-mining and Extraction: the gold rush of AI on Indigenous Languages EACL 2024 DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning AAAI 2024 DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery MIDL 2024 DDAE: Towards Deep Dynamic Vision BERT Pretraining AAAI 2024 DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion AAAI 2024 DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024