conftrace_

multimodal representation

120 papers

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Co-occurring keywords · papers mentioning both

contrastive learning (36) multimodal learning (32) vision-language model (22) representation learning (15) self-supervised learning (14) cross-modal alignment (9) cross-modal retrieval (9) zero-shot learning (9) multimodal representation learning (7) vision-language pre-training (6)

Papers

Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation ICLR 2025 Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints AAAI 2025 Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability ICLR 2025 OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces ICLR 2025 Open-set Cross Modal Generalization via Multimodal Unified Representation ICCV 2025 Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025 RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations AAAI 2025 SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation SemEval 2025 SGMEA: Structure-Guided Multimodal Entity Alignment COLING 2025 Survival Prediction in Lung Cancer through Multi-Modal Representation Learning WACV 2025 YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SemEval 2025 Aligning Audio-Visual Joint Representations with an Agentic Workflow NeurIPS 2024 Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities ICML 2024 AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation CVPR 2024 Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations CVPR 2024 Common Sense Reasoning for Deep Fake Detection ECCV 2024 Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NeurIPS 2024 Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition COLING 2024 Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion ICML 2024 Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models NeurIPS 2024 Error-Robust Retrieval for Chinese Spelling Check COLING 2024 Extending Multi-modal Contrastive Representations NeurIPS 2024 HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NeurIPS 2024 Improving Vision-and-Language Reasoning via Spatial Relations Modeling WACV 2024 Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis EMNLP 2024