Self-Supervised Learning

Layer-Neighbor Sampling --- Defusing Neighborhood Explosion in GNNs NeurIPS 2023 LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding ACL 2023 Learning 3D Representations From 2D Pre-Trained Models via Image-to-Point Masked Autoencoders CVPR 2023 Learning a 3D Morphable Face Reflectance Model From Low-Cost Data CVPR 2023 Learning Articulated Shape With Keypoint Pseudo-Labels From Web Images CVPR 2023 Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning CVPR 2023 Learning Better Masking for Better Language Model Pre-training ACL 2023 Learning Bottleneck Concepts in Image Classification CVPR 2023 Learning Correction Filter via Degradation-Adaptive Regression for Blind Single Image Super-Resolution ICCV 2023 Learning Decorrelated Representations Efficiently Using Fast Fourier Transform CVPR 2023 Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation ACL 2023 Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023 Learning Instance-Specific Augmentations by Capturing Local Invariances ICML 2023 Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement AAAI 2023 Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping ICML 2023 Learning Time-Invariant Representations for Individual Neurons from Population Dynamics NeurIPS 2023 Learning To Dub Movies via Hierarchical Prosody Models CVPR 2023 Learning To Exploit Temporal Structure for Biomedical Vision-Language Processing CVPR 2023 Learning Transformation-Predictive Representations for Detection and Description of Local Features CVPR 2023 Learning Visual Representations via Language-Guided Sampling CVPR 2023 Learning With Noisy Labels via Self-Supervised Adversarial Noisy Masking CVPR 2023 Learning with Partial Labels from Semi-supervised Perspective AAAI 2023 Learn More for Food Recognition via Progressive Self-Distillation AAAI 2023 Learn TAROT with MENTOR: A Meta-Learned Self-Supervised Approach for Trajectory Prediction ICCV 2023 Leveraging sparse and shared feature activations for disentangled representation learning NeurIPS 2023