Pretraining

UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling NeurIPS 2024 UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning ICML 2024 UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior NeurIPS 2024 UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature Representation IJCAI 2024 UniPAD: A Universal Pre-training Paradigm for Autonomous Driving CVPR 2024 UniTS: A Unified Multi-Task Time Series Model NeurIPS 2024 Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024 Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation ICLR 2024 Unveiling the Role of Pretraining in Direct Speech Translation EMNLP 2024 UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis ICML 2024 Updating CLIP to Prefer Descriptions Over Captions EMNLP 2024 USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings SemEval 2024 VCISR: Blind Single Image Super-Resolution With Video Compression Synthetic Data WACV 2024 VEATIC: Video-Based Emotion and Affect Tracking in Context Dataset WACV 2024 Vector Quantization Prompting for Continual Learning NeurIPS 2024 VIMI: Grounding Video Generation through Multi-modal Instruction EMNLP 2024 Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning ACL 2024 Vision Transformers Need Registers ICLR 2024 Visual Fourier Prompt Tuning NeurIPS 2024 Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL 2024 Visual Point Cloud Forecasting enables Scalable Autonomous Driving CVPR 2024 ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024 ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining AAAI 2024 VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting AAAI 2024 VoxSim: A perceptual voice similarity dataset Interspeech 2024