Cover Image

Orthogonal Negative Guidance in Attention Feature Space for Text-to-Image Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ko, Jungmin, Park, Jungwon, Kim, Jimyeong, Choi, Changin, Lee, Wonseok, Rhee, Wonjong
Format:	Preprint
Published:	2026
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

DOS: Directional Object Separation in Text Embeddings for Multi-Object Image Generation
by: Byun, Dongnam, et al.
Published: (2025)

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering
by: Choi, Changin, et al.
Published: (2025)

Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization
by: Kim, Jimyeong, et al.
Published: (2024)

ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation
by: Kim, Jimyeong, et al.
Published: (2025)

Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generative Models
by: Park, Jungwon, et al.
Published: (2024)

An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM
by: Kim, Wonkyun, et al.
Published: (2024)

Selective Aggregation of Attention Maps Improves Diffusion-Based Visual Interpretation
by: Park, Jungwon, et al.
Published: (2026)

Soft Head Selection for Injecting ICL-Derived Task Embeddings
by: Park, Jungwon, et al.
Published: (2025)

Task-Specific Preconditioner for Cross-Domain Few-Shot Learning
by: Kang, Suhyun, et al.
Published: (2024)

Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization
by: Song, Yeji, et al.
Published: (2024)

Evaluating Feature Attribution Methods for Electrocardiogram
by: Suh, Jangwon, et al.
Published: (2022)

Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness
by: Kim, Jaeill, et al.
Published: (2024)

When Confidence Misleads: Suffix Anchoring and Anchor-Proximity Confidence Modulation for Diffusion Language Models
by: Park, Jungwon, et al.
Published: (2026)

Towards a Better Evaluation of Out-of-Domain Generalization
by: Hwang, Duhun, et al.
Published: (2024)

Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing
by: Kim, Jaeill, et al.
Published: (2024)

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing
by: Jung, Seungjin, et al.
Published: (2025)

On-Off Pattern Encoding and Path-Count Encoding as Deep Neural Network Representations
by: Jung, Euna, et al.
Published: (2024)

TextGuider: Training-Free Guidance for Text Rendering via Attention Alignment
by: Baek, Kanghyun, et al.
Published: (2025)

Guiding What Not to Generate: Automated Negative Prompting for Text-Image Alignment
by: Park, Sangha, et al.
Published: (2025)

Dual-Modality Anchor-Guided Filtering for Test-time Prompt Tuning
by: Choi, Jungwon, et al.
Published: (2026)

Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition
by: Jung, Junuk, et al.
Published: (2022)

Steering Guidance for Personalized Text-to-Image Diffusion Models
by: Park, Sunghyun, et al.
Published: (2025)

CountCluster: Training-Free Object Quantity Guidance with Cross-Attention Map Clustering for Text-to-Image Generation
by: Lee, Joohyeon, et al.
Published: (2025)

FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models
by: So, Junhyuk, et al.
Published: (2023)

Bridging the Missing-Modality Gap: Improving Text-Only Calibration of Vision Language Models
by: Kim, Mingyeong, et al.
Published: (2026)

MINDiff: Mask-Integrated Negative Attention for Controlling Overfitting in Text-to-Image Personalization
by: Jeong, Seulgi, et al.
Published: (2025)

Dual Orthogonal Guidance for Robust Diffusion-based Handwritten Text Generation
by: Nikolaidou, Konstantina, et al.
Published: (2025)

On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices
by: Kim, Bosung, et al.
Published: (2025)

On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices
by: Kim, Bosung, et al.
Published: (2025)

OPRO: Orthogonal Panel-Relative Operators for Panel-Aware In-Context Image Generation
by: Lee, Sanghyeon, et al.
Published: (2026)

Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models
by: Chen, Dar-Yen, et al.
Published: (2025)

StyleKeeper: Prevent Content Leakage using Negative Visual Query Guidance
by: Jeong, Jaeseok, et al.
Published: (2025)

Conditional Text-to-Image Generation with Reference Guidance
by: Kim, Taewook, et al.
Published: (2024)

Safety-Guided Flow (SGF): A Unified Framework for Negative Guidance in Safe Generation
by: Kim, Mingyu, et al.
Published: (2026)

Attention-disentangled Uniform Orthogonal Feature Space Optimization for Few-shot Object Detection
by: Zhao, Taijin, et al.
Published: (2025)

CATSplat: Context-Aware Transformer with Spatial Guidance for Generalizable 3D Gaussian Splatting from A Single-View Image
by: Roh, Wonseok, et al.
Published: (2024)

DCText: Scheduled Attention Masking for Visual Text Generation via Divide-and-Conquer Strategy
by: Song, Jaewoo, et al.
Published: (2025)

Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance
by: Hur, Jiwan, et al.
Published: (2024)

Infinite-Story: A Training-Free Consistent Text-to-Image Generation
by: Park, Jihun, et al.
Published: (2025)

UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation
by: Kang, Wonjun, et al.
Published: (2025)