Self-Supervised Learning

Plug-In Diffusion Model for Sequential Recommendation AAAI 2024 Point Cloud Pre-training with Diffusion Models CVPR 2024 Point-VOS: Pointing Up Video Object Segmentation CVPR 2024 Poseidon: Efficient Foundation Models for PDEs NeurIPS 2024 PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation AAAI 2024 Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024 Pre-Training and Fine-Tuning Generative Flow Networks ICLR 2024 Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024 Pre-training LiDAR-based 3D Object Detectors through Colorization ICLR 2024 Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NeurIPS 2024 Procedural Level Generation with Diffusion Models from a Single Example AAAI 2024 Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising NeurIPS 2024 Quantifying Representation Reliability in Self-Supervised Learning Models UAI 2024 ReCoRe: Regularized Contrastive Representation Learning of World Model CVPR 2024 Recursive Introspection: Teaching Language Model Agents How to Self-Improve NeurIPS 2024 Re-Evaluating LiDAR Scene Flow WACV 2024 REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset ACL 2024 RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks NeurIPS 2024 REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024 Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking ACL 2024 Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment ICLR 2024 Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024 Resource-Aware Federated Self-Supervised Learning with Global Class Representations NeurIPS 2024 ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NeurIPS 2024 Rethinking Graph Masked Autoencoders through Alignment and Uniformity AAAI 2024