Cover Image

Boomda: Balanced Multi-objective Optimization for Multimodal Domain Adaptation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sun, Jun, Zhang, Xinxin, Hong, Simin, Zhu, Jian, Gao, Xiang
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Adversarial Reweighting with $α$-Power Maximization for Domain Adaptation
by: Gu, Xiang, et al.
Published: (2024)

Balancing Multimodal Domain Generalization via Gradient Modulation and Projection
by: Li, Hongzhao, et al.
Published: (2026)

Federated Adversarial Domain Adaptation
by: Peng, Xingchao, et al.
Published: (2019)

Unsupervised Robust Domain Adaptation: Paradigm, Theory and Algorithm
by: Huang, Fuxiang, et al.
Published: (2025)

Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization
by: Wang, Xiaohan, et al.
Published: (2025)

PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
by: Jiang, Jincen, et al.
Published: (2024)

Prototypical Distillation and Debiased Tuning for Black-box Unsupervised Domain Adaptation
by: Liang, Jian, et al.
Published: (2024)

Propensity-driven Uncertainty Learning for Sample Exploration in Source-Free Active Domain Adaptation
by: Pan, Zicheng, et al.
Published: (2025)

Efficient Domain Adaptation of Multimodal Embeddings using Constrastive Learning
by: Margaritis, Georgios, et al.
Published: (2025)

Balanced Multi-view Clustering
by: Li, Zhenglai, et al.
Published: (2025)

Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation
by: Shin, Juncheol, et al.
Published: (2025)

On the Transferability and Discriminability of Repersentation Learning in Unsupervised Domain Adaptation
by: Qiang, Wenwen, et al.
Published: (2025)

Contrastive Adversarial Training for Unsupervised Domain Adaptation
by: Chen, Jiahong, et al.
Published: (2024)

Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach
by: Lan, Mengcheng, et al.
Published: (2024)

ZOTTA: Test-Time Adaptation with Gradient-Free Zeroth-Order Optimization
by: Zhang, Ronghao, et al.
Published: (2026)

Multimodal Representation Learning by Alternating Unimodal Adaptation
by: Zhang, Xiaohui, et al.
Published: (2023)

Dynamic Domain Adaptation-Driven Physics-Informed Graph Representation Learning for AC-OPF
by: Zhu, Hongjie, et al.
Published: (2025)

Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach
by: Du, Zhenbang, et al.
Published: (2023)

Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation
by: Ma, Qinghe, et al.
Published: (2024)

Noise Optimized Conditional Diffusion for Domain Adaptation
by: Luo, Lingkun, et al.
Published: (2025)

One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling
by: Abedi, Ali, et al.
Published: (2025)

Cross-Modal Domain Adaptation in Brain Disease Diagnosis: Maximum Mean Discrepancy-based Convolutional Neural Networks
by: Zhu, Xuran
Published: (2024)

Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors
by: Belal, Atif, et al.
Published: (2024)

Domain Adaptation via Feature Refinement
by: Karatsiolis, Savvas, et al.
Published: (2025)

Unveiling the Superior Paradigm: A Comparative Study of Source-Free Domain Adaptation and Unsupervised Domain Adaptation
by: Wang, Fan, et al.
Published: (2024)

CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey
by: Li, Jindong, et al.
Published: (2025)

Large-Scale Riemannian Meta-Optimization via Subspace Adaptation
by: Yu, Peilin, et al.
Published: (2025)

Vision Transformer-based Adversarial Domain Adaptation
by: Li, Yahan, et al.
Published: (2024)

Sim-to-Real Domain Adaptation for Deformation Classification
by: Sol, Joel, et al.
Published: (2024)

Feature Diversification and Adaptation for Federated Domain Generalization
by: Yang, Seunghan, et al.
Published: (2024)

Unsupervised Domain Adaptation Approaches for Chessboard Recognition
by: Jabbour, Wassim, et al.
Published: (2024)

From Bias to Balance: Detecting Facial Expression Recognition Biases in Large Multimodal Foundation Models
by: Chhua, Kaylee, et al.
Published: (2024)

CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection
by: Zhang, Meiying, et al.
Published: (2024)

Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training
by: Zhang, Wenyu, et al.
Published: (2024)

Fuzzy-aware Loss for Source-free Domain Adaptation in Visual Emotion Recognition
by: Zheng, Ying, et al.
Published: (2025)

Iwin Transformer: Hierarchical Vision Transformer using Interleaved Windows
by: Huo, Simin, et al.
Published: (2025)

TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation
by: Litrico, Mattia, et al.
Published: (2025)

Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression
by: Nejjar, Ismail, et al.
Published: (2024)

On $f$-Divergence Principled Domain Adaptation: An Improved Framework
by: Wang, Ziqiao, et al.
Published: (2024)

Enhancing Domain Adaptation through Prompt Gradient Alignment
by: Phan, Hoang, et al.
Published: (2024)