Cover Image

Denoising Vision Transformer Autoencoder with Spectral Self-Regularization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xiang, Xunzhi, Tian, Xingye, Zhang, Guiyu, Chen, Yabo, Zhang, Shaofeng, Wang, Xuebo, Tao, Xin, Fan, Qi
Format:	Preprint
Published:	2025
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

SymphoMotion: Joint Control of Camera Motion and Object Dynamics for Coherent Video Generation
by: Zhang, Guiyu, et al.
Published: (2026)

Pathwise Test-Time Correction for Autoregressive Long Video Generation
by: Xiang, Xunzhi, et al.
Published: (2026)

Selective, Regularized, and Calibrated: Harnessing Vision Foundation Models for Cross-Domain Few-Shot Semantic Segmentation
by: Ma, Junyuan, et al.
Published: (2026)

Make It Efficient: Dynamic Sparse Attention for Autoregressive Image Generation
by: Xiang, Xunzhi, et al.
Published: (2025)

Macro-from-Micro Planning for High-Quality and Parallelized Autoregressive Long Video Generation
by: Xiang, Xunzhi, et al.
Published: (2025)

PointAlign: Feature-Level Alignment Regularization for 3D Vision-Language Models
by: Su, Yuanhao, et al.
Published: (2026)

Decoupling Complexity from Scale in Latent Diffusion Model
by: Zhong, Tianxiong, et al.
Published: (2025)

Proteus-ID: ID-Consistent and Motion-Coherent Video Customization
by: Zhang, Guiyu, et al.
Published: (2025)

VFRTok: Variable Frame Rates Video Tokenizer with Duration-Proportional Information Assumption
by: Zhong, Tianxiong, et al.
Published: (2025)

Denoising Vision Transformers
by: Yang, Jiawei, et al.
Published: (2024)

Measuring and Controlling the Spectral Bias for Self-Supervised Image Denoising
by: Zhang, Wang, et al.
Published: (2025)

Step-level Denoising-time Diffusion Alignment with Multiple Objectives
by: Zhang, Qi, et al.
Published: (2026)

PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
by: Zhang, Xiangdong, et al.
Published: (2024)

Fréchet Denoised Distance: Enhancing Plausibility Evaluation for Generated Designs with Denoising Autoencoder
by: Fan, Jiajie, et al.
Published: (2024)

Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning
by: Zhang, Yabin, et al.
Published: (2022)

Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation
by: Fan, Xingye, et al.
Published: (2025)

Spectral and Trajectory Regularization for Diffusion Transformer Super-Resolution
by: Wang, Jingkai, et al.
Published: (2026)

Flow-NeRF: Joint Learning of Geometry, Poses, and Dense Flow within Unified Neural Representations
by: Zheng, Xunzhi, et al.
Published: (2025)

Representing Noisy Image Without Denoising
by: Qi, Shuren, et al.
Published: (2023)

VIVID-10M: A Dataset and Baseline for Versatile and Interactive Video Local Editing
by: Hu, Jiahao, et al.
Published: (2024)

Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising
by: Chen, Zikang, et al.
Published: (2024)

Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views
by: Zhang, Xiangdong, et al.
Published: (2025)

SGDFormer: One-stage Transformer-based Architecture for Cross-Spectral Stereo Image Guided Denoising
by: Zhang, Runmin, et al.
Published: (2024)

TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization
by: Guesmi, Amira, et al.
Published: (2025)

Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing
by: Lu, Kaixuan, et al.
Published: (2024)

Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer
by: Chen, Ziyang, et al.
Published: (2025)

SIEFormer: Spectral-Interpretable and -Enhanced Transformer for Generalized Category Discovery
by: Li, Chunming, et al.
Published: (2026)

Semantic Graph Consistency: Going Beyond Patches for Regularizing Self-Supervised Vision Transformers
by: Devaguptapu, Chaitanya, et al.
Published: (2024)

Teacher-Guided Causal Interventions for Image Denoising: Orthogonal Content-Noise Disentanglement in Vision Transformers
by: Jiang, Kuai, et al.
Published: (2026)

DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM
by: Shen, Yingjun, et al.
Published: (2024)

Self-Supervised Vision Transformer for Enhanced Virtual Clothes Try-On
by: Lu, Lingxiao, et al.
Published: (2024)

Improving Vision Transformers by Overlapping Heads in Multi-Head Self-Attention
by: Zhang, Tianxiao, et al.
Published: (2024)

Vision Transformer with Sparse Scan Prior
by: Zhang, Yuguang, et al.
Published: (2024)

CamPilot: Improving Camera Control in Video Diffusion Model with Efficient Camera Reward Feedback
by: Ge, Wenhang, et al.
Published: (2026)

Cascade-Zero123: One Image to Highly Consistent 3D with Self-Prompted Nearby Views
by: Chen, Yabo, et al.
Published: (2023)

Metric-Solver: Sliding Anchored Metric Depth Estimation from a Single Image
by: Wen, Tao, et al.
Published: (2025)

Latent Denoising Makes Good Tokenizers
by: Yang, Jiawei, et al.
Published: (2025)

Entropy Reveals Block Importance in Masked Self-Supervised Vision Transformers
by: Xiang, Peihao, et al.
Published: (2026)

Xformer: Hybrid X-Shaped Transformer for Image Denoising
by: Zhang, Jiale, et al.
Published: (2023)

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection
by: Zhu, Wenjie, et al.
Published: (2025)