conftrace_

image-text alignment

109 papers

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ITA

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multimodal learning (4645) contrastive learning (4032) vision-language model (2348) zero-shot learning (3650) transfer learning (5449) semantic segmentation (3186) vision language model (767) text-to-image generation (587) multi-modal learning (1278) cross-modal learning (525)

Papers

Cross Modal Fine-grained Alignment via Granularity-aware and Region-uncertain Modeling AAAI 2026
Multimodal Medical Image Binding via Shared Text Embeddings WACV 2026
Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026
Leveraging Textual Compositional Reasoning for Robust Change Captioning AAAI 2026
EvalMuse-40K: A Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Alignment Evaluation AAAI 2026
LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations AAAI 2026
TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability AAAI 2026
Dual-stream Relation-modeling Disentanglement for Cloth-Changing Person Re-Identification AAAI 2026
MemeDetoxNet: Balancing Toxicity Reduction and Context Preservation ACL 2025
Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis AAAI 2025
Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning IJCAI 2025
Bootstrap3D: Improving Multi-view Diffusion Model with Synthetic Data ICCV 2025
Enhance Vision-Language Alignment with Noise AAAI 2025
Dual Semantic Guidance for Open Vocabulary Semantic Segmentation CVPR 2025
A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025
Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025
PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment ACL 2025
An Encoder-Agnostic Weakly Supervised Method for Describing Textures WACV 2025
Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025
BATCLIP: Bimodal Online Test-Time Adaptation for CLIP ICCV 2025
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences ICCV 2025
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025
Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025