Self-Supervised Learning

KidLM: Advancing Language Models for Children – Early Insights and Future Directions EMNLP 2024 Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024 Knowledge-Aware Neuron Interpretation for Scene Classification AAAI 2024 Knowledge Distillation from Self-Supervised Representation Learning Model with Discrete Speech Units for Any-to-Any Streaming Voice Conversion Interspeech 2024 Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos AAAI 2024 Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mapping NeurIPS 2024 Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training AAAI 2024 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-conditioned Detection Transformer CVPR 2024 Language Models as Semantic Indexers ICML 2024 Language Model Self-improvement by Reinforcement Learning Contemplation ICLR 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 are Good Prompt Learners for Low-Shot Image Classification CVPR 2024 Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment ACL 2024 Large Language Models Can Learn Temporal Reasoning ACL 2024 Large Language Models Encode the Practice of Medicine NAACL 2024 Large Language Models for Dysfluency Detection in Stuttered Speech Interspeech 2024 Large-scale Training of Foundation Models for Wearable Biosignals ICLR 2024 LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning EMNLP 2024