Cover Image

Continuous Representation Methods, Theories, and Applications: An Overview and Perspectives

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Luo, Yisi, Zhao, Xile, Meng, Deyu
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

Revisiting Nonlocal Self-Similarity from Continuous Representation
by: Luo, Yisi, et al.
Published: (2024)

Cross-Frequency Implicit Neural Representation with Self-Evolving Parameters
by: Yu, Chang, et al.
Published: (2025)

Compressive Imaging Reconstruction via Tensor Decomposed Multi-Resolution Grid Encoding
by: Jin, Zhenyu, et al.
Published: (2025)

NeurTV: Total Variation on the Neural Domain
by: Luo, Yisi, et al.
Published: (2024)

Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm
by: Peng, Jiangjun, et al.
Published: (2025)

Neural Operator-Grounded Continuous Tensor Function Representation and Its Applications
by: Su, Ruoyang, et al.
Published: (2026)

A Data-driven Loss Weighting Scheme across Heterogeneous Tasks for Image Denoising
by: Rui, Xiangyu, et al.
Published: (2022)

Motion-Enhanced Nonlocal Similarity Implicit Neural Representation for Infrared Dim and Small Target Detection
by: Liu, Pei, et al.
Published: (2025)

Superpixel-informed Implicit Neural Representation for Multi-Dimensional Data
by: Li, Jiayi, et al.
Published: (2024)

A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application
by: Yuan, Bo, et al.
Published: (2023)

A Distributional View for Visual Mechanistic Interpretability: KL-Minimal Soft-Constraint Principle
by: Zhou, Guancheng, et al.
Published: (2026)

Rotation-Equivariant Self-Supervised Method in Image Denoising
by: Liu, Hanze, et al.
Published: (2025)

Layout-Guided Controllable Pathology Image Generation with In-Context Diffusion Transformers
by: Shou, Yuntao, et al.
Published: (2026)

A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection
by: Li, Kaiyu, et al.
Published: (2023)

Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method
by: Lin, Yuji, et al.
Published: (2024)

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection
by: Zhou, You, et al.
Published: (2025)

Feature Alignment with Equivariant Convolutions for Burst Image Super-Resolution
by: Liu, Xinyi, et al.
Published: (2025)

Enhancing Underwater Light Field Images via Global Geometry-aware Diffusion Process
by: Lin, Yuji, et al.
Published: (2026)

HIR-ALIGN: Enhancing Hyperspectral Image Restoration via Diffusion-Based Data Generation
by: Pang, Li, et al.
Published: (2026)

Eyes on Target: Gaze-Aware Object Detection in Egocentric Video
by: Lall, Vishakha, et al.
Published: (2025)

A Comprehensive Overview of Fish-Eye Camera Distortion Correction Methods
by: Xu, Jian, et al.
Published: (2023)

RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic Segmentation
by: Song, Jiayi, et al.
Published: (2025)

Rotation Equivariant Arbitrary-scale Image Super-Resolution
by: Xie, Qi, et al.
Published: (2025)

A Regularization-Guided Equivariant Approach for Image Restoration
by: Bai, Yulu, et al.
Published: (2025)

Vanilla Group Equivariant Vision Transformer: Simple and Effective
by: Fu, Jiahong, et al.
Published: (2026)

Aligning Network Equivariance with Data Symmetry: A Theoretical Framework and Adaptive Approach for Image Restoration
by: Tan, Feiyu, et al.
Published: (2026)

Recent Advances of Continual Learning in Computer Vision: An Overview
by: Qu, Haoxuan, et al.
Published: (2021)

Practical exposure correction via compensation
by: Ma, Long, et al.
Published: (2022)

Generative Latent Kernel Modeling for Blind Motion Deblurring
by: Ding, Chenhao, et al.
Published: (2025)

Polyline Path Masked Attention for Vision Transformer
by: Zhao, Zhongchen, et al.
Published: (2025)

Rotation Equivariant Mamba for Vision Tasks
by: Zhao, Zhongchen, et al.
Published: (2026)

Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction
by: Shou, Yuntao, et al.
Published: (2024)

Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method
by: Yin, Pan, et al.
Published: (2024)

A Comprehensive Survey of Continual Learning: Theory, Method and Application
by: Wang, Liyuan, et al.
Published: (2023)

Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers
by: Cao, Jin, et al.
Published: (2024)

Deep Diversity-Enhanced Feature Representation of Hyperspectral Images
by: Hou, Jinhui, et al.
Published: (2023)

Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration
by: Xu, Shuang, et al.
Published: (2024)

2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation
by: Cao, Bin, et al.
Published: (2024)

Continuous Filtered Backprojection by Learnable Interpolation Network
by: Lin, Hui, et al.
Published: (2025)

Gramformer: Learning Crowd Counting via Graph-Modulated Transformer
by: Lin, Hui, et al.
Published: (2024)