Cover Image

DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ai, Yuang, Zhou, Xiaoqiang, Huang, Huaibo, Han, Xiaotian, Chen, Zhengyu, You, Quanzeng, Yang, Hongxia
Format:	Preprint
Published:	2024
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

Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration
by: Ai, Yuang, et al.
Published: (2023)

LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
by: Ai, Yuang, et al.
Published: (2024)

Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model
by: Liu, Haogeng, et al.
Published: (2024)

Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
by: Ai, Yuang, et al.
Published: (2023)

Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
by: Ai, Yuang, et al.
Published: (2025)

ViTAR: Vision Transformer with Any Resolution
by: Fan, Qihang, et al.
Published: (2024)

InfiMM-HD: A Leap Forward in High-Resolution Multimodal Understanding
by: Liu, Haogeng, et al.
Published: (2024)

COCO is "ALL'' You Need for Visual Instruction Fine-tuning
by: Han, Xiaotian, et al.
Published: (2024)

InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning
by: Han, Xiaotian, et al.
Published: (2024)

Rectifying Magnitude Neglect in Linear Attention
by: Fan, Qihang, et al.
Published: (2025)

Random Wins All: Rethinking Grouping Strategies for Vision Tokens
by: Fan, Qihang, et al.
Published: (2026)

Tuning Real-World Image Restoration at Inference: A Test-Time Scaling Paradigm for Flow Matching Models
by: Bai, Purui, et al.
Published: (2026)

InfoBFR: Real-World Blind Face Restoration via Information Bottleneck
by: Gao, Nan, et al.
Published: (2025)

Lightweight Vision Transformer with Bidirectional Interaction
by: Fan, Qihang, et al.
Published: (2023)

Expand and Prune: Maximizing Trajectory Diversity for Effective GRPO in Generative Models
by: Ge, Shiran, et al.
Published: (2025)

DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling
by: Ai, Yuang, et al.
Published: (2025)

Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models
by: Xu, Jiaqi, et al.
Published: (2024)

Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning
by: Wang, Yiqi, et al.
Published: (2024)

Law of Vision Representation in MLLMs
by: Yang, Shijia, et al.
Published: (2024)

Vision Transformer with Super Token Sampling
by: Huang, Huaibo, et al.
Published: (2022)

Single Document Image Highlight Removal via A Large-Scale Real-World Dataset and A Location-Aware Network
by: Pan, Lu, et al.
Published: (2025)

Diffusion Restoration Adapter for Real-World Image Restoration
by: Liang, Hanbang, et al.
Published: (2025)

Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
by: Zheng, Huangjie, et al.
Published: (2023)

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents
by: Jin, Chao, et al.
Published: (2026)

RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models
by: Yang, Yufeng, et al.
Published: (2026)

DiffMAC: Diffusion Manifold Hallucination Correction for High Generalization Blind Face Restoration
by: Gao, Nan, et al.
Published: (2024)

SafeDream: Safety World Model for Proactive Early Jailbreak Detection
by: Yan, Bo, et al.
Published: (2026)

WeatherBench: A Real-World Benchmark Dataset for All-in-One Adverse Weather Image Restoration
by: Guan, Qiyuan, et al.
Published: (2025)

Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration
by: Sun, Haoze, et al.
Published: (2024)

BitLM: Unlocking Multi-Token Language Generation with Bitwise Continuous Diffusion
by: Zhuang, Shaobin, et al.
Published: (2026)

Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration
by: Liu, Yuetong, et al.
Published: (2025)

Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration
by: Du, Yuzhen, et al.
Published: (2024)

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
by: Peng, Yuang, et al.
Published: (2024)

Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
by: Galshetwar, Vijay M., et al.
Published: (2025)

Proxies for Distortion and Consistency with Applications for Real-World Image Restoration
by: Man, Sean, et al.
Published: (2025)

RecipeGen: A Benchmark for Real-World Recipe Image Generation
by: Zhang, Ruoxuan, et al.
Published: (2025)

Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation
by: Luo, Junyu, et al.
Published: (2020)

HPPP: Halpern-type Preconditioned Proximal Point Algorithms and Applications to Image Restoration
by: Zhang, Shuchang, et al.
Published: (2024)

BitDance: Scaling Autoregressive Generative Models with Binary Tokens
by: Ai, Yuang, et al.
Published: (2026)

VICR: Visual In-Context Restoration for Real-World Image Super-Resolution
by: Zhang, Qichang, et al.
Published: (2026)