conftrace_

modality gap

49 papers

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Co-occurring keywords

cross-modal alignment (263) vision-language model (2348) multimodal learning (4645) contrastive learning (4032) multi-modal learning (1278) representation learning (6206) vision language model (767) speech translation (416) cross-modal learning (525) zero-shot learning (3650)

Papers

UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities ACL 2026
Mitigating the Modality Gap: Few-Shot Out-of-Distribution Detection with Multi-modal Prototypes and Image Bias Estimation WACV 2026
Aligning the True Semantics: Constrained Decoupling and Distribution Sampling for Cross-Modal Alignment AAAI 2026
X-ReID: Multi-granularity Information Interaction for Video-Based Visible-Infrared Person Re-Identification AAAI 2026
Noisy Correspondence Learning with Modality Gap Direction Correction AAAI 2026
SDiaReward: Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness ACL 2026
DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels AAAI 2025
MINIMA: Modality Invariant Image Matching CVPR 2025
LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages AAAI 2025
Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025
I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025
Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions EMNLP 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning AACL 2025
Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models EMNLP 2025
Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation ICCV 2025
Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning CVPR 2025
Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning ICCV 2025
Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025
Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation EMNLP 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025
Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations CVPR 2025
Diffusion-Inspired Truncated Sampler for Text-Video Retrieval NIPS 2024
Facilitating Multimodal Classification via Dynamically Learning Modality Gap NIPS 2024
On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning AAAI 2024