Cover Image

Bridging Visual Affective Gap: Borrowing Textual Knowledge by Learning from Noisy Image-Text Pairs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Daiqing, Yang, Dongbao, Zhou, Yu, Ma, Can
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

EmoCaliber: Advancing Reliable Visual Emotion Comprehension via Confidence Verbalization and Calibration
by: Wu, Daiqing, et al.
Published: (2025)

Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
by: Wu, Daiqing, et al.
Published: (2025)

An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability
by: Wu, Daiqing, et al.
Published: (2025)

Resolving Sentiment Discrepancy for Multimodal Sentiment Detection via Semantics Completion and Decomposition
by: Wu, Daiqing, et al.
Published: (2024)

Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues
by: Zhang, Yan, et al.
Published: (2024)

Robust Multimodal Sentiment Analysis of Image-Text Pairs by Distribution-Based Feature Recovery and Fusion
by: Wu, Daiqing, et al.
Published: (2025)

First Creating Backgrounds Then Rendering Texts: A New Paradigm for Visual Text Blending
by: Li, Zhenhang, et al.
Published: (2024)

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding
by: Zhang, Yan, et al.
Published: (2026)

Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts
by: Xie, Enze, et al.
Published: (2024)

Masked and Permuted Implicit Context Learning for Scene Text Recognition
by: Yang, Xiaomeng, et al.
Published: (2023)

TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control
by: Zeng, Weichao, et al.
Published: (2024)

Visual Textualization for Image Prompted Object Detection
by: Wu, Yongjian, et al.
Published: (2025)

Gather and Trace: Rethinking Video TextVQA from an Instance-oriented Perspective
by: Zhang, Yan, et al.
Published: (2025)

Beyond Detection: A Structure-Aware Framework for Scene Text Tracking
by: Yu, Chenmin, et al.
Published: (2026)

Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance
by: Lyu, Jiahao, et al.
Published: (2024)

Bridging the Intent Gap: Knowledge-Enhanced Visual Generation
by: Cheng, Yi, et al.
Published: (2024)

TADoc: Robust Time-Aware Document Image Dewarping
by: Zhao, Fangmin, et al.
Published: (2025)

Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization
by: Song, Yeji, et al.
Published: (2024)

Noisy-Correspondence Learning for Text-to-Image Person Re-identification
by: Qin, Yang, et al.
Published: (2023)

Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment
by: Gordon, Brian, et al.
Published: (2023)

Textualize Visual Prompt for Image Editing via Diffusion Bridge
by: Xu, Pengcheng, et al.
Published: (2025)

DTVI: Dual-Stage Textual and Visual Intervention for Safe Text-to-Image Generation
by: Tan, Binhong, et al.
Published: (2026)

Knowledge Visualization: A Benchmark and Method for Knowledge-Intensive Text-to-Image Generation
by: Zhao, Ran, et al.
Published: (2026)

Analyzing Image Beyond Visual Aspect: Image Emotion Classification via Multiple-Affective Captioning
by: Zhou, Zibo, et al.
Published: (2025)

Emotion-Director: Bridging Affective Shortcut in Emotion-Oriented Image Generation
by: Jia, Guoli, et al.
Published: (2025)

Bridging the Gap: Aligning Text-to-Image Diffusion Models with Specific Feedback
by: Niu, Xuexiang, et al.
Published: (2024)

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models
by: Sun, Zhengyang, et al.
Published: (2026)

Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries
by: Wu, Yin, et al.
Published: (2025)

Bridge the Gap between SNN and ANN for Image Restoration
by: Su, Xin, et al.
Published: (2025)

Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition
by: Zhang, Yifei, et al.
Published: (2025)

OrienText: Surface Oriented Textual Image Generation
by: Paliwal, Shubham Singh, et al.
Published: (2025)

Specifying What You Know or Not for Multi-Label Class-Incremental Learning
by: Zhang, Aoting, et al.
Published: (2025)

An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation
by: Tan, Zhiyu, et al.
Published: (2024)

Bridging the RGB-IR Gap: Consensus and Discrepancy Modeling for Text-Guided Multispectral Detection
by: Wu, Jiaqi, et al.
Published: (2026)

PairAug: What Can Augmented Image-Text Pairs Do for Radiology?
by: Xie, Yutong, et al.
Published: (2024)

Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching
by: Ma, Xiang, et al.
Published: (2024)

Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags
by: Qi, Daiqing, et al.
Published: (2024)

VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval
by: Wu, Di, et al.
Published: (2025)

Affective Image Editing: Shaping Emotional Factors via Text Descriptions
by: Zhang, Peixuan, et al.
Published: (2025)

EruDiff: Refactoring Knowledge in Diffusion Models for Advanced Text-to-Image Synthesis
by: Guo, Xiefan, et al.
Published: (2026)