self-supervised learning

Label-Free Synthetic Pretraining of Object Detectors WACV 2024 Label Noise: Ignorance Is Bliss NeurIPS 2024 LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition CVPR 2024 Language Models as Semantic Indexers ICML 2024 Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024 Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition Interspeech 2024 Laparoflow-SSL: Image Analysis From a Tiny Dataset Through Self-Supervised Transformers Leveraging Unlabeled Surgical Video MIDL 2024 Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI ICLR 2024 Large Language Model Guided Knowledge Distillation for Time Series Anomaly Detection IJCAI 2024 Large Language Models Encode the Practice of Medicine NAACL 2024 Large-scale Training of Foundation Models for Wearable Biosignals ICLR 2024 LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration WACV 2024 LDReg: Local Dimensionality Regularized Self-Supervised Learning ICLR 2024 Learnable Layer Selection and Model Fusion for Speech Self-Supervised Learning Models Interspeech 2024 Learned Representation-Guided Diffusion Models for Large-Image Generation CVPR 2024 Learning Degradation-Independent Representations for Camera ISP Pipelines CVPR 2024 Learning Formal Mathematics From Intrinsic Motivation NeurIPS 2024 Learning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning AAAI 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 Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features ICML 2024 Learning from One Continuous Video Stream CVPR 2024 Learning from Pattern Completion: Self-supervised Controllable Generation NeurIPS 2024 Learning Performance-oriented Control Barrier Functions Under Complex Safety Constraints and Limited Actuation CoRL 2024 Learning predictable and robust neural representations by straightening image sequences NeurIPS 2024