conftrace_

vision-language pre-training

77 papers

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Also known as

VLPT VL PRE-TRAINING

Co-occurring keywords

multimodal learning (4645) contrastive learning (4032) vision-language model (2348) image captioning (731) cross-modal alignment (263) image-text retrieval (112) vision-language pretraining (59) zero-shot learning (3650) representation learning (6206) multi-modal learning (1278)

Papers

FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention AAAI 2026
MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training ACL 2026
Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025
CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling EMNLP 2025
Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025
Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025
FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024
Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment COLING 2024
Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024
MAFA: Managing False Negatives for Vision-Language Pre-training CVPR 2024
Classification Done Right for Vision-Language Pre-Training NIPS 2024
SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024
Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction ACL 2024
Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval AAAI 2024
Efficient Vision-Language pre-training via domain-specific learning for human activities EMNLP 2024
PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024
Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding AAAI 2024
Efficient Vision-Language Pre-training by Cluster Masking CVPR 2024
UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NIPS 2024
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection AAAI 2024
Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations AAAI 2024
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training NIPS 2024
SaCo Loss: Sample-wise Affinity Consistency for Vision-Language Pre-training CVPR 2024