Self-Supervised Learning

Learning Equi-angular Representations for Online Continual Learning CVPR 2024 Learning from an Infant’s Visual Experience AAAI 2024 Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration AAAI 2024 Learning from Pattern Completion: Self-supervised Controllable Generation NeurIPS 2024 Learning predictable and robust neural representations by straightening image sequences NeurIPS 2024 Learning Representation for Multitask Learning through Self-Supervised Auxiliary Learning ECCV 2024 Learning Structured Representations with Hyperbolic Embeddings NeurIPS 2024 Learning symmetries via weight-sharing with doubly stochastic tensors NeurIPS 2024 Learning the 3D Fauna of the Web CVPR 2024 Learning to Count without Annotations CVPR 2024 Learning to Rank Patches for Unbiased Image Redundancy Reduction CVPR 2024 Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval CVPR 2024 Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models AISTATS 2024 Learning Versatile Skills with Curriculum Masking NeurIPS 2024 Learning Vision from Models Rivals Learning Vision from Data CVPR 2024 Let Occ Flow: Self-Supervised 3D Occupancy Flow Prediction CoRL 2024 Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders WACV 2024 LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024 LLM Explainability via Attributive Masking Learning EMNLP 2024 LMD: Faster Image Reconstruction with Latent Masking Diffusion AAAI 2024 Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner NeurIPS 2024 Localizing Memorization in SSL Vision Encoders NeurIPS 2024 Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction NeurIPS 2024 Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024 Looking within the self: Investigating the Impact of Data Augmentation with Self-training on Automatic Speech Recognition for Hupa EACL 2024