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Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

SEPT: Towards Scalable and Efficient Visual Pre-training AAAI 2023
Introducing Semantics into Speech Encoders ACL 2023
Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023
Prosody-TTS: Improving Prosody with Masked Autoencoder and Conditional Diffusion Model For Expressive Text-to-Speech ACL 2023
Causal interventions expose implicit situation models for commonsense language understanding ACL 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation CVPR 2023
Revealing the Dark Secrets of Masked Image Modeling CVPR 2023
HelixSurf: A Robust and Efficient Neural Implicit Surface Learning of Indoor Scenes With Iterative Intertwined Regularization CVPR 2023
Predictive Chemistry Augmented with Text Retrieval EMNLP 2023
On Separate Normalization in Self-supervised Transformers NIPS 2023
ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections NIPS 2023
On the Nature of Discrete Speech Representations in Multilingual Self-supervised Models EACL 2023
TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization CVPR 2023
Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing EMNLP 2023
Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition EMNLP 2023
Difference-Masking: Choosing What to Mask in Continued Pretraining EMNLP 2023
PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection CVPR 2023
Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval? CVPR 2023
Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-Training CVPR 2023
Masked Motion Encoding for Self-Supervised Video Representation Learning CVPR 2023
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation CVPR 2023
Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy CVPR 2023
Complete-to-Partial 4D Distillation for Self-Supervised Point Cloud Sequence Representation Learning CVPR 2023
Self-Supervised Pre-Training With Masked Shape Prediction for 3D Scene Understanding CVPR 2023
Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection CVPR 2023