vision-language pre-training

PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024 Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment COLING 2024 SaCo Loss: Sample-wise Affinity Consistency for Vision-Language Pre-training CVPR 2024 Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training COLING 2024 SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024 Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations AAAI 2024 SyncMask: Synchronized Attentional Masking for Fashion-centric Vision-Language Pretraining CVPR 2024 Tag2Text: Guiding Vision-Language Model via Image Tagging ICLR 2024 TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024 UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NeurIPS 2024 Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding AAAI 2024 Accelerating Vision-Language Pretraining With Free Language Modeling CVPR 2023 AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation NeurIPS 2023 BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models ICML 2023 BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023 CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023 CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation ICCV 2023 Distilling Vision-Language Pre-Training To Collaborate With Weakly-Supervised Temporal Action Localization CVPR 2023 Efficient Medical Images Text Detection with Vision-Language Pre-training Approach ACML 2023 FashionSAP: Symbols and Attributes Prompt for Fine-Grained Fashion Vision-Language Pre-Training CVPR 2023 HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention ICLR 2023 IFSeg: Image-Free Semantic Segmentation via Vision-Language Model CVPR 2023 Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP NeurIPS 2023 Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language Understanding CVPR 2023 KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce ACL 2023