Cover Image

Unified Diffusion Transformer for High-fidelity Text-Aware Image Restoration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Jin Hyeon, Cho, Paul Hyunbin, Kim, Claire, Min, Jaewon, Lee, Jaeeun, Park, Jihye, Choi, Yeji, Kim, Seungryong
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

Text-Aware Image Restoration with Diffusion Models
by: Min, Jaewon, et al.
Published: (2025)

Geometry-Aware Representation Denoising for Robust Multi-view 3D Reconstruction
by: Kim, Jin Hyeon, et al.
Published: (2026)

DA-Flow: Degradation-Aware Optical Flow Estimation with Diffusion Models
by: Min, Jaewon, et al.
Published: (2026)

MoDiTalker: Motion-Disentangled Diffusion Model for High-Fidelity Talking Head Generation
by: Kim, Seyeon, et al.
Published: (2024)

Projected Representation Conditioning for High-fidelity Novel View Synthesis
by: Kwak, Min-Seop, et al.
Published: (2026)

Improving Cone-Beam CT Image Quality with Knowledge Distillation-Enhanced Diffusion Model in Imbalanced Data Settings
by: Hwang, Joonil, et al.
Published: (2024)

Hybrid Video Diffusion Models with 2D Triplane and 3D Wavelet Representation
by: Kim, Kihong, et al.
Published: (2024)

WorldKV: Efficient World Memory with World Retrieval and Compression
by: Yi, Jung, et al.
Published: (2026)

Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance
by: Ahn, Donghoon, et al.
Published: (2024)

APPLE: Attribute-Preserving Pseudo-Labeling for Diffusion-Based Face Swapping
by: Kang, Jiwon, et al.
Published: (2026)

UniTT-Stereo: Unified Training of Transformer for Enhanced Stereo Matching
by: Kim, Soomin, et al.
Published: (2024)

Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence
by: Hong, Sunghwan, et al.
Published: (2024)

Closed-String Mirror Symmetry for Log Calabi-Yau Surfaces
by: Kim, Hyunbin
Published: (2024)

Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression
by: Yi, Jung, et al.
Published: (2025)

Seg4Diff: Unveiling Open-Vocabulary Segmentation in Text-to-Image Diffusion Transformers
by: Kim, Chaehyun, et al.
Published: (2025)

From Threat to Tool: Leveraging Refusal-Aware Injection Attacks for Safety Alignment
by: Chae, Kyubyung, et al.
Published: (2025)

A Noise is Worth Diffusion Guidance
by: Ahn, Donghoon, et al.
Published: (2024)

Repurposing Video Diffusion Transformers for Robust Point Tracking
by: Son, Soowon, et al.
Published: (2025)

Effective Test-Time Scaling of Discrete Diffusion through Iterative Refinement
by: Lee, Sanghyun, et al.
Published: (2025)

Diffusion Model for Dense Matching
by: Nam, Jisu, et al.
Published: (2023)

Lookahead Unmasking Elicits Accurate Decoding in Diffusion Language Models
by: Lee, Sanghyun, et al.
Published: (2025)

Where and How to Perturb: On the Design of Perturbation Guidance in Diffusion and Flow Models
by: Ahn, Donghoon, et al.
Published: (2025)

Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
by: Seo, Junyoung, et al.
Published: (2023)

CorGi: Contribution-Guided Block-Wise Interval Caching for Training-Free Acceleration of Diffusion Transformers
by: Son, Yonglak, et al.
Published: (2025)

DiffuseSlide: Training-Free High Frame Rate Video Generation Diffusion
by: Hwang, Geunmin, et al.
Published: (2025)

First Attentions Last: Better Exploiting First Attentions for Efficient Transformer Training
by: Kim, Gyudong, et al.
Published: (2025)

DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization
by: Nam, Jisu, et al.
Published: (2024)

TextBoost: Boosting Text Encoder for Personalized Text-to-Image Generation
by: Park, NaHyeon, et al.
Published: (2024)

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models
by: Choi, Changhyun, et al.
Published: (2025)

Geometry-Aware Score Distillation via 3D Consistent Noising and Gradient Consistency Modeling
by: Kwak, Min-Seop, et al.
Published: (2024)

Spotlight-TTS: Spotlighting the Style via Voiced-Aware Style Extraction and Style Direction Adjustment for Expressive Text-to-Speech
by: Kim, Nam-Gyu, et al.
Published: (2025)

Diffusion Model Compression for Image-to-Image Translation
by: Kim, Geonung, et al.
Published: (2024)

Emergent Temporal Correspondences from Video Diffusion Transformers
by: Nam, Jisu, et al.
Published: (2025)

Reciprocal Attention Mixing Transformer for Lightweight Image Restoration
by: Choi, Haram, et al.
Published: (2023)

MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling
by: Ahn, Jihye, et al.
Published: (2024)

InterRVOS: Interaction-aware Referring Video Object Segmentation
by: Jin, Woojeong, et al.
Published: (2025)

Exploring Temporally-Aware Features for Point Tracking
by: Kim, Inès Hyeonsu, et al.
Published: (2025)

Dynamic Exposure Burst Image Restoration
by: Kim, Woohyeok, et al.
Published: (2026)

GeomGS: LiDAR-Guided Geometry-Aware Gaussian Splatting for Robot Localization
by: Lee, Jaewon, et al.
Published: (2025)

PLOT: Pseudo-Labeling via Video Object Tracking for Scalable Monocular 3D Object Detection
by: Lee, Seokyeong, et al.
Published: (2025)