Self-Supervised Learning

CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice Interspeech 2023 Comparing Self-Supervised Pre-Training and Semi-Supervised Training for Speech Recognition in Languages with Weak Language Models Interspeech 2023 Complete-to-Partial 4D Distillation for Self-Supervised Point Cloud Sequence Representation Learning CVPR 2023 Composite Learning for Robust and Effective Dense Predictions WACV 2023 Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization AAAI 2023 ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction ICML 2023 Confidence-based Self-Corrective Learning: An Application in Height Estimation Using Satellite LiDAR and Imagery IJCAI 2023 Connecting the Dots: Floorplan Reconstruction Using Two-Level Queries CVPR 2023 Context-Aware Document Simplification ACL 2023 Context-Aware Pretraining for Efficient Blind Image Decomposition CVPR 2023 Context Consistency Regularization for Label Sparsity in Time Series ICML 2023 Contextual Knowledge Learning for Dialogue Generation ACL 2023 Contrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension EMNLP 2023 Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023 Contrastive Learning with the Feature Reconstruction Amplifier AAAI 2023 Contrastive Predictive Autoencoders for Dynamic Point Cloud Self-Supervised Learning AAAI 2023 Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023 Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023 Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining ICML 2023 ConvNeXt V2: Co-Designing and Scaling ConvNets With Masked Autoencoders CVPR 2023 Correlational Image Modeling for Self-Supervised Visual Pre-Training CVPR 2023 Corrupted Image Modeling for Self-Supervised Visual Pre-Training ICLR 2023 COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning AAAI 2023 Co-Training 2L Submodels for Visual Recognition CVPR 2023 Counterfactual Memorization in Neural Language Models NeurIPS 2023