Cover Image

Revisiting Cross-Attention Mechanisms: Leveraging Beneficial Noise for Domain-Adaptive Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zang, Zelin, Yang, Yehui, Wang, Fei, Li, Liangyu, Sun, Baigui
Format:	Preprint
Published:	2026
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

PCaM: A Progressive Focus Attention-Based Information Fusion Method for Improving Vision Transformer Domain Adaptation
by: Zang, Zelin, et al.
Published: (2025)

DepthMamba with Adaptive Fusion
by: Meng, Zelin, et al.
Published: (2024)

Adaptive Domain Learning for Cross-domain Image Denoising
by: Qian, Zian, et al.
Published: (2024)

TransFace++: Rethinking the Face Recognition Paradigm with a Focus on Accuracy, Efficiency, and Security
by: Dan, Jun, et al.
Published: (2023)

Domain Adaptive SAR Wake Detection: Leveraging Similarity Filtering and Memory Guidance
by: Gao, He, et al.
Published: (2025)

GPT-4 Enhanced Multimodal Grounding for Autonomous Driving: Leveraging Cross-Modal Attention with Large Language Models
by: Liao, Haicheng, et al.
Published: (2023)

FRBNet: Revisiting Low-Light Vision through Frequency-Domain Radial Basis Network
by: Sun, Fangtong, et al.
Published: (2025)

Seeing is Believing: Robust Vision-Guided Cross-Modal Prompt Learning under Label Noise
by: Geng, Zibin, et al.
Published: (2026)

Masked Modeling for Self-supervised Representation Learning on Vision and Beyond
by: Li, Siyuan, et al.
Published: (2023)

Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression Recognition
by: Gao, Yuefang, et al.
Published: (2024)

Graph-Attention Network with Adversarial Domain Alignment for Robust Cross-Domain Facial Expression Recognition
by: Ghaedi, Razieh, et al.
Published: (2025)

Semantic Image Synthesis via Class-Adaptive Cross-Attention
by: Fontanini, Tomaso, et al.
Published: (2023)

Interpretable Cross-Domain Few-Shot Learning with Rectified Target-Domain Local Alignment
by: Zhao, Yaze, et al.
Published: (2026)

FaceChain-FACT: Face Adapter with Decoupled Training for Identity-preserved Personalization
by: Yu, Cheng, et al.
Published: (2024)

Revisiting the Integration of Convolution and Attention for Vision Backbone
by: Zhu, Lei, et al.
Published: (2024)

Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos
by: Fei, Jiajun, et al.
Published: (2024)

QNCD: Quantization Noise Correction for Diffusion Models
by: Chu, Huanpeng, et al.
Published: (2024)

Transferability-Guided Cross-Domain Cross-Task Transfer Learning
by: Tan, Yang, et al.
Published: (2022)

DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning
by: Lopes, Ivan, et al.
Published: (2022)

GenURL: A General Framework for Unsupervised Representation Learning
by: Li, Siyuan, et al.
Published: (2021)

Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning
by: Yan, Xudong, et al.
Published: (2024)

Local-Global Attention: An Adaptive Mechanism for Multi-Scale Feature Integration
by: Shao, Yifan
Published: (2024)

Adaptive Dual Residual U-Net with Attention Gate and Multiscale Spatial Attention Mechanisms (ADRUwAMS)
by: Suraki, Mohsen Yaghoubi
Published: (2026)

Exclusive Style Removal for Cross Domain Novel Class Discovery
by: Wang, Yicheng, et al.
Published: (2024)

SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging
by: Shen, Lingdong, et al.
Published: (2024)

MCN-CL: Multimodal Cross-Attention Network and Contrastive Learning for Multimodal Emotion Recognition
by: Li, Feng, et al.
Published: (2025)

Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning
by: Zou, Yixiong, et al.
Published: (2024)

See Through the Noise: Improving Domain Generalization in Gaze Estimation
by: Peng, Yanming, et al.
Published: (2026)

Rectified SpaAttn: Revisiting Attention Sparsity for Efficient Video Generation
by: Liu, Xuewen, et al.
Published: (2025)

DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming Perception
by: Huang, Xiang, et al.
Published: (2024)

ControLRM: Fast and Controllable 3D Generation via Large Reconstruction Model
by: Xu, Hongbin, et al.
Published: (2024)

PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning
by: Chen, Mu, et al.
Published: (2024)

CMHANet: A Cross-Modal Hybrid Attention Network for Point Cloud Registration
by: Zhang, Dongxu, et al.
Published: (2026)

FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment
by: Xu, Hang, et al.
Published: (2025)

Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement
by: Yang, Tao, et al.
Published: (2024)

TITAN: Query-Token based Domain Adaptive Adversarial Learning
by: Ashraf, Tajamul, et al.
Published: (2025)

Cross-Modal Attention Calibration for LVLM Hallucination Mitigation
by: Li, Jiaming, et al.
Published: (2025)

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models
by: Zhang, Yudong, et al.
Published: (2024)

Prompt-to-Prompt: Text-Based Image Editing Via Cross-Attention Mechanisms -- The Research of Hyperparameters and Novel Mechanisms to Enhance Existing Frameworks
by: Bieske, Linn, et al.
Published: (2025)

Revisiting Long-Tailed Learning: Insights from an Architectural Perspective
by: Pan, Yuhan, et al.
Published: (2024)