Cover Image

MultiModal Fine-tuning with Synthetic Captions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Enomoto, Shohei, Yamaguchi, Shin'ya
Format:	Preprint
Published:	2026
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

Test-time Similarity Modification for Person Re-identification toward Temporal Distribution Shift
by: Adachi, Kazuki, et al.
Published: (2024)

Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks
by: Yamaguchi, Shin'ya, et al.
Published: (2024)

Test-time Adaptation Meets Image Enhancement: Improving Accuracy via Uncertainty-aware Logit Switching
by: Enomoto, Shohei, et al.
Published: (2024)

Uniformity First: Uniformity-aware Test-time Adaptation of Vision-language Models against Image Corruption
by: Adachi, Kazuki, et al.
Published: (2025)

Learning Robust Convolutional Neural Networks with Relevant Feature Focusing via Explanations
by: Adachi, Kazuki, et al.
Published: (2022)

Explanation Bottleneck Models
by: Yamaguchi, Shin'ya, et al.
Published: (2024)

CapS-Adapter: Caption-based MultiModal Adapter in Zero-Shot Classification
by: Wang, Qijie, et al.
Published: (2024)

Rationale-Enhanced Decoding for Multi-modal Chain-of-Thought
by: Yamaguchi, Shin'ya, et al.
Published: (2025)

Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization
by: Enomoto, Shohei
Published: (2025)

Enhancing Visual Prompting through Expanded Transformation Space and Overfitting Mitigation
by: Enomoto, Shohei
Published: (2025)

Difference Vector Equalization for Robust Fine-tuning of Vision-Language Models
by: Suzuki, Satoshi, et al.
Published: (2025)

Post-pre-training for Modality Alignment in Vision-Language Foundation Models
by: Yamaguchi, Shin'ya, et al.
Published: (2025)

MultiModal Action Conditioned Video Generation
by: Li, Yichen, et al.
Published: (2025)

Understanding Pure Textual Reasoning for Blind Image Quality Assessment
by: Li, Yuan, et al.
Published: (2026)

Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models
by: Zeng, Zhen, et al.
Published: (2024)

Parallel In-context Learning for Large Vision Language Models
by: Yamaguchi, Shin'ya, et al.
Published: (2026)

Zero-shot Concept Bottleneck Models
by: Yamaguchi, Shin'ya, et al.
Published: (2025)

EntProp: High Entropy Propagation for Improving Accuracy and Robustness
by: Enomoto, Shohei
Published: (2024)

M3: 3D-Spatial MultiModal Memory
by: Zou, Xueyan, et al.
Published: (2025)

MMA-Diffusion: MultiModal Attack on Diffusion Models
by: Yang, Yijun, et al.
Published: (2023)

Re-M3Dr: Rebalanced MultiModal Mean Deviation Regression
by: Yin, Haojie, et al.
Published: (2026)

ControlEdit: A MultiModal Local Clothing Image Editing Method
by: Cheng, Di, et al.
Published: (2024)

ProM3E: Probabilistic Masked MultiModal Embedding Model for Ecology
by: Sastry, Srikumar, et al.
Published: (2025)

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark
by: Hao, Yunzhuo, et al.
Published: (2025)

MMRPT: MultiModal Reinforcement Pre-Training via Masked Vision-Dependent Reasoning
by: Zheng, Xuhui, et al.
Published: (2025)

HAMMR: HierArchical MultiModal React agents for generic VQA
by: Castrejon, Lluis, et al.
Published: (2024)

LongHalQA: Long-Context Hallucination Evaluation for MultiModal Large Language Models
by: Qiu, Han, et al.
Published: (2024)

Building Reasonable Inference for Vision-Language Models in Blind Image Quality Assessment
by: Li, Yuan, et al.
Published: (2025)

Investigate the Low-level Visual Perception in Vision-Language based Image Quality Assessment
by: Li, Yuan, et al.
Published: (2025)

CharGen: High Accurate Character-Level Visual Text Generation Model with MultiModal Encoder
by: Ma, Lichen, et al.
Published: (2024)

TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots
by: Liu, Tianyu, et al.
Published: (2025)

MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings
by: Li, Zijie, et al.
Published: (2026)

Dynamic Test-Time Augmentation via Differentiable Functions
by: Enomoto, Shohei, et al.
Published: (2022)

M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System
by: Kong, Chenqi, et al.
Published: (2023)

Omni-Customizer: End-to-End MultiModal Customization for Joint Audio-Video Generation
by: Chen, Yuheng, et al.
Published: (2026)

MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild
by: Chumachenko, Kateryna, et al.
Published: (2024)

M$^2$CD: A Unified MultiModal Framework for Optical-SAR Change Detection with Mixture of Experts and Self-Distillation
by: Liu, Ziyuan, et al.
Published: (2025)

M3R: Localized Rainfall Nowcasting with Meteorology-Informed MultiModal Attention
by: Panta, Sanjeev, et al.
Published: (2026)

MM-MoralBench: A MultiModal Moral Evaluation Benchmark for Large Vision-Language Models
by: Yan, Bei, et al.
Published: (2024)

From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding
by: Zou, Heqing, et al.
Published: (2024)