Cover Image

Difference Vector Equalization for Robust Fine-tuning of Vision-Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Suzuki, Satoshi, Yamaguchi, Shin'ya, Takeda, Shoichiro, Yamane, Taiga, Makishima, Naoki, Kawata, Naotaka, Ihori, Mana, Tanaka, Tomohiro, Orihashi, Shota, Masumura, Ryo
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Few-shot Personalization via In-Context Learning for Speech Emotion Recognition based on Speech-Language Model
by: Ihori, Mana, et al.
Published: (2025)

MSMVD: Exploiting Multi-scale Image Features via Multi-scale BEV Features for Multi-view Pedestrian Detection
by: Yamane, Taiga, et al.
Published: (2025)

Joint Modeling of Big Five and HEXACO for Multimodal Apparent Personality-trait Recognition
by: Masumura, Ryo, et al.
Published: (2025)

MVTrajecter: Multi-View Pedestrian Tracking with Trajectory Motion Cost and Trajectory Appearance Cost
by: Yamane, Taiga, et al.
Published: (2025)

MVAFormer: RGB-based Multi-View Spatio-Temporal Action Recognition with Transformer
by: Yamane, Taiga, et al.
Published: (2025)

MultiModal Fine-tuning with Synthetic Captions
by: Enomoto, Shohei, et al.
Published: (2026)

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)

Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks
by: Yamaguchi, Shin'ya, 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)

Covariance-aware Feature Alignment with Pre-computed Source Statistics for Test-time Adaptation to Multiple Image Corruptions
by: Adachi, Kazuki, et al.
Published: (2022)

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

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

Factor-Conditioned Speaking-Style Captioning
by: Ando, Atsushi, et al.
Published: (2024)

WAVELET ANALYSIS METHOD FOR DEFECTS DETECTION IN CFRP COMPOSITES WITH FULLY NON-CONTACT LAMB WAVES PROPAGATION
by: Lea Lecointre, et al.
Published: (2023)

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

Test-time Adaptation for Regression by Subspace Alignment
by: Adachi, Kazuki, et al.
Published: (2024)

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

Toward Data Efficient Model Merging between Different Datasets without Performance Degradation
by: Yamada, Masanori, et al.
Published: (2023)

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

All-in-One ASR: Unifying Encoder-Decoder Models of CTC, Attention, and Transducer in Dual-Mode ASR
by: Moriya, Takafumi, et al.
Published: (2025)

Dense Landslides Triggered by a Large Earthquake Reduced Evapotranspiration in a Hilly, Forested Catchment
by: Shin'ya Katsura, et al.
Published: (2025)

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

Loading loss-cone distributions in particle simulations
by: Zenitani, Seiji, et al.
Published: (2023)

Transfer Learning with Pre-trained Conditional Generative Models
by: Yamaguchi, Shin'ya, et al.
Published: (2022)

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

When Does Metadata Conditioning (NOT) Work for Language Model Pre-Training? A Study with Context-Free Grammars
by: Higuchi, Rei, et al.
Published: (2025)

Self-Supervised Neural Architecture Search for Multimodal Deep Neural Networks
by: Suzuki, Shota, et al.
Published: (2025)

Condensation in a Membrane Oxygenator Analyzed by Bronchoscopy and Ultrasonography
by: Shin‐ichiro Nagao, et al.
Published: (2026)

Approximate Maintenance of Maximum Subarray Sum in the Sliding Window Model
by: Suzuki, Ryo, et al.
Published: (2026)

Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models
by: Kanai, Sekitoshi, et al.
Published: (2024)

Frequency‐Dependent Effects of Transcranial Alternating Current Stimulation on Cerebro–Cerebellar Connectivity and Sensorimotor Performance
by: Makoto Suzuki, et al.
Published: (2026)

Quaternary volcanic activity of Hudson and Lautaro volcanoes, Chilean Patagonia: New constraints from K-Ar ages
by: Yuji Orihashi
Published: (2004)

Feeding, growth and grazing rates of Gyrodinium dominans determined experimentally
by: Nakamura, Yasuo, et al.
Published: (2013)

Female–female competition in two giant water bug species
by: Shin‐ya Ohba, et al.
Published: (2025)

Lossless Vocabulary Reduction for Auto-Regressive Language Models
by: Chijiwa, Daiki, et al.
Published: (2025)

Cyclic Equalizability Characterized by Parikh Vectors
by: Thongjarast, Sarunyu, et al.
Published: (2026)

Primary localized cutaneous amyloidosis associated with atopic dermatitis treated successfully with nemolizumab
by: Takeshi Fukumoto, et al.
Published: (2024)

Transformers as Measure-Theoretic Associative Memory: A Statistical Perspective and Minimax Optimality
by: Kawata, Ryotaro, et al.
Published: (2026)

IPCD: Intrinsic Point-Cloud Decomposition
by: Sato, Shogo, et al.
Published: (2025)