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unsupervised pretraining

71 papers

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representation learning (11) contrastive learning (10) unsupervised learning (10) self-supervised learning (8) transfer learning (8) few-shot learning (6) object detection (5) language model (5) feature learning (5) speech recognition (4)

Papers

Attribution as Retrieval: Model-Agnostic AI-Generated Image Attribution CVPR 2026 Masked Clustering Prediction for Unsupervised Point Cloud Pre-training AAAI 2026 ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts ICML 2025 Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization EMNLP 2025 Latent Action Pretraining from Videos ICLR 2025 Provable Benefits of Unsupervised Pre-training and Transfer Learning via Single-Index Models ICML 2025 SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation ICLR 2025 BECLR: Batch Enhanced Contrastive Few-Shot Learning ICLR 2024 BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers EMNLP 2024 Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning NeurIPS 2024 DocFormerv2: Local Features for Document Understanding AAAI 2024 FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features NeurIPS 2024 Multi-Stage Multi-Modal Pre-Training for Automatic Speech Recognition COLING 2024 On the Generalization Ability of Unsupervised Pretraining AISTATS 2024 On the Provable Advantage of Unsupervised Pretraining ICLR 2024 PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning NeurIPS 2024 QDETRv: Query-Guided DETR for One-Shot Object Localization in Videos AAAI 2024 Revisiting Convolution-free Transformer for Speech Recognition Interspeech 2024 Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark ICLR 2024 Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training With Saliency Prompt CVPR 2023 Future-conditioned Unsupervised Pretraining for Decision Transformer ICML 2023 Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism NeurIPS 2023 Learning to Speak from Text: Zero-Shot Multilingual Text-to-Speech with Unsupervised Text Pretraining IJCAI 2023 Proposal-Contrastive Pretraining for Object Detection from Fewer Data ICLR 2023 PUNR: Pre-training with User Behavior Modeling for News Recommendation EMNLP 2023