Imagen de Portada

MASS: Overcoming Language Bias in Image-Text Matching

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chung, Jiwan, Lim, Seungwon, Lee, Sangkyu, Yu, Youngjae
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Can visual language models resolve textual ambiguity with visual cues? Let visual puns tell you!
por: Chung, Jiwan, et al.
Publicado: (2024)

Teaching Metric Distance to Discrete Autoregressive Language Models
por: Chung, Jiwan, et al.
Publicado: (2025)

Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues
por: Kim, Youngmin, et al.
Publicado: (2025)

Towards Visual Text Design Transfer Across Languages
por: Choi, Yejin, et al.
Publicado: (2024)

CovMatch: Cross-Covariance Guided Multimodal Dataset Distillation with Trainable Text Encoder
por: Lee, Yongmin, et al.
Publicado: (2025)

CANVAS: Commonsense-Aware Navigation System for Intuitive Human-Robot Interaction
por: Choi, Suhwan, et al.
Publicado: (2024)

SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching
por: Lee, Yongmin, et al.
Publicado: (2024)

BiasConnect: Investigating Bias Interactions in Text-to-Image Models
por: Shukla, Pushkar, et al.
Publicado: (2025)

Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing
por: Iakovleva, Ekaterina, et al.
Publicado: (2024)

Active Learning for Finely-Categorized Image-Text Retrieval by Selecting Hard Negative Unpaired Samples
por: Jo, Dae Ung, et al.
Publicado: (2024)

Model-Agnostic Gender Bias Control for Text-to-Image Generation via Sparse Autoencoder
por: Wu, Chao, et al.
Publicado: (2025)

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models
por: Roh, Jaechul, et al.
Publicado: (2024)

Alignment-Guided Score Matching for Text-to-Image Alignment in Diffusion Models
por: Lee, Jaa-Yeon, et al.
Publicado: (2026)

VAGUE: Visual Contexts Clarify Ambiguous Expressions
por: Nam, Heejeong, et al.
Publicado: (2024)

Advanced Multimodal Deep Learning Architecture for Image-Text Matching
por: Wang, Jinyin, et al.
Publicado: (2024)

FairImagen: Post-Processing for Bias Mitigation in Text-to-Image Models
por: Fu, Zihao, et al.
Publicado: (2025)

Interaction Field Matching: Overcoming Limitations of Electrostatic Models
por: Manukhov, Stepan I., et al.
Publicado: (2025)

BiasMap: Leveraging Cross-Attentions to Discover and Mitigate Hidden Social Biases in Text-to-Image Generation
por: Chakraborty, Rajatsubhra, et al.
Publicado: (2025)

Aligned but Stereotypical? The Hidden Influence of System Prompts on Social Bias in LVLM-Based Text-to-Image Models
por: Park, NaHyeon, et al.
Publicado: (2025)

Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection
por: Fan, Yunfeng, et al.
Publicado: (2023)

CVA: Context-aware Video-text Alignment for Video Temporal Grounding
por: Moon, Sungho, et al.
Publicado: (2026)

Mitigating the Bias in the Model for Continual Test-Time Adaptation
por: Chung, Inseop, et al.
Publicado: (2024)

Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers
por: Huang, Chi-Pin, et al.
Publicado: (2023)

PMPGuard: Catching Pseudo-Matched Pairs in Remote Sensing Image-Text Retrieval
por: Ouyang, Pengxiang, et al.
Publicado: (2025)

v1: Learning to Point Visual Tokens for Multimodal Grounded Reasoning
por: Chung, Jiwan, et al.
Publicado: (2025)

Concept Pinpoint Eraser for Text-to-image Diffusion Models via Residual Attention Gate
por: Lee, Byung Hyun, et al.
Publicado: (2025)

CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models
por: Wang, Qinsi, et al.
Publicado: (2025)

Learned Image Compression with Text Quality Enhancement
por: Lai, Chih-Yu, et al.
Publicado: (2024)

Operationalizing Fairness in Text-to-Image Models: A Survey of Bias, Fairness Audits and Mitigation Strategies
por: Smith, Megan, et al.
Publicado: (2026)

Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models
por: Seo, Jiwan, et al.
Publicado: (2024)

Hidden Bias in the Machine: Stereotypes in Text-to-Image Models
por: Porikli, Sedat, et al.
Publicado: (2025)

Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
por: Wang, Sheng-Yu, et al.
Publicado: (2024)

DMQ: Dissecting Outliers of Diffusion Models for Post-Training Quantization
por: Lee, Dongyeun, et al.
Publicado: (2025)

Bias Analysis in Unconditional Image Generative Models
por: Zhang, Xiaofeng, et al.
Publicado: (2025)

Dual-Granularity Cross-Modal Identity Association for Weakly-Supervised Text-to-Person Image Matching
por: Zhang, Yafei, et al.
Publicado: (2025)

ReflexSplit: Single Image Reflection Separation via Layer Fusion-Separation
por: Lee, Chia-Ming, et al.
Publicado: (2026)

Fast Data Attribution for Text-to-Image Models
por: Wang, Sheng-Yu, et al.
Publicado: (2025)

Training-free Editioning of Text-to-Image Models
por: Wang, Jinqi, et al.
Publicado: (2024)

Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding
por: Chung, Jiwan, et al.
Publicado: (2024)

Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity
por: Lee, Hagyeong, et al.
Publicado: (2024)