Self-Supervised Learning

Pretraining Language Models Using Translationese EMNLP 2024 Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains ICML 2024 Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays MIDL 2024 Pre-training Vision Models with Mandelbulb Variations CVPR 2024 Pre-training with Random Orthogonal Projection Image Modeling ICLR 2024 Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NeurIPS 2024 Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization NeurIPS 2024 Probabilistically Rewired Message-Passing Neural Networks ICLR 2024 Probabilistic Self-supervised Representation Learning via Scoring Rules Minimization ICLR 2024 Probing Critical Learning Dynamics of PLMs for Hate Speech Detection EACL 2024 Probing Language Models for Pre-training Data Detection ACL 2024 Probing the 3D Awareness of Visual Foundation Models CVPR 2024 Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation NeurIPS 2024 ProConSuL: Project Context for Code Summarization with LLMs EMNLP 2024 ProcSim: Proxy-Based Confidence for Robust Similarity Learning WACV 2024 Product Description and QA Assisted Self-Supervised Opinion Summarization NAACL 2024 Progressive Feature Self-Reinforcement for Weakly Supervised Semantic Segmentation AAAI 2024 Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines ICML 2024 Prompt Augmentation for Self-supervised Text-guided Image Manipulation CVPR 2024 Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection CVPR 2024 Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics NAACL 2024 Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024 PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles NAACL 2024 PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers Using Synthetic Scene Data WACV 2024 PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024