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Showing 1–50 of 246 papers

TitleStatusHype
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration—0
ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering—0
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision ModelsCode1
TNG-CLIP:Training-Time Negation Data Generation for Negation Awareness of CLIP—0
BRIT: Bidirectional Retrieval over Unified Image-Text Graph—0
Robustifying Vision-Language Models via Dynamic Token Reweighting—0
UniMoCo: Unified Modality Completion for Robust Multi-Modal EmbeddingsCode0
Towards Cross-modal Retrieval in Chinese Cultural Heritage Documents: Dataset and Solution—0
X-Fusion: Introducing New Modality to Frozen Large Language Models—0
SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs—0
DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation—0
TMCIR: Token Merge Benefits Composed Image Retrieval—0
LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMsCode1
LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer TextCode1
Image-to-Text for Medical Reports Using Adaptive Co-Attention and Triple-LSTM Module—0
Natural Language Generation—0
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalCode0
Real-world validation of a multimodal LLM-powered pipeline for High-Accuracy Clinical Trial Patient Matching leveraging EHR dataCode0
MFP-CLIP: Exploring the Efficacy of Multi-Form Prompts for Zero-Shot Industrial Anomaly Detection—0
FlowTok: Flowing Seamlessly Across Text and Image TokensCode5
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal CyclesCode1
ABC: Achieving Better Control of Multimodal Embeddings using VLMs—0
On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation—0
Reading the unreadable: Creating a dataset of 19th century English newspapers using image-to-text language modelsCode0
Natural Language Generation from Visual Sequences: Challenges and Future Directions—0
Magma: A Foundation Model for Multimodal AI AgentsCode5
UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation—0
UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and UnderstandingCode1
Multi-LLM Collaborative Caption Generation in Scientific DocumentsCode0
Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?Code1
Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training—0
Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation—0
PromptHash:Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalCode0
Survey on Abstractive Text Summarization: Dataset, Models, and MetricsCode0
CLIP-FSAC++: Few-Shot Anomaly Classification with Anomaly Descriptor Based on CLIPCode0
DIR: Retrieval-Augmented Image Captioning with Comprehensive Understanding—0
Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation—0
FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-trainingCode1
Everything is a Video: Unifying Modalities through Next-Frame Prediction—0
Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models—0
From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing—0
Robotic State Recognition with Image-to-Text Retrieval Task of Pre-Trained Vision-Language Model and Black-Box Optimization—0
Semantic Editing Increment Benefits Zero-Shot Composed Image RetrievalCode2
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs)Code0
Beyond Color and Lines: Zero-Shot Style-Specific Image Variations with Coordinated Semantics—0
Synergistic Dual Spatial-aware Generation of Image-to-Text and Text-to-Image—0
An Online Learning Approach to Prompt-based Selection of Generative Models—0
Patch is Enough: Naturalistic Adversarial Patch against Vision-Language Pre-training Models—0
Backdooring Vision-Language Models with Out-Of-Distribution Data—0
See then Tell: Enhancing Key Information Extraction with Vision Grounding—0
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