Cover Image

UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kang, Wonjun, Ahn, Byeongkeun, Lee, Minjae, Galim, Kevin, Oh, Seunghyuk, Koo, Hyung Il, Cho, Nam Ik
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Counting Guidance for High Fidelity Text-to-Image Synthesis
by: Kang, Wonjun, et al.
Published: (2023)

TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs
by: Lee, Minjae, et al.
Published: (2026)

State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models
by: Kang, Wonjun, et al.
Published: (2025)

Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing
by: Kang, Wonjun, et al.
Published: (2024)

ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
by: Kang, Wonjun, et al.
Published: (2025)

Draft-based Approximate Inference for LLMs
by: Galim, Kevin, et al.
Published: (2025)

Parameter-Efficient Fine-Tuning of State Space Models
by: Galim, Kevin, et al.
Published: (2024)

Can MLLMs Perform Text-to-Image In-Context Learning?
by: Zeng, Yuchen, et al.
Published: (2024)

TM-BSN: Triangular-Masked Blind-Spot Network for Real-World Self-Supervised Image Denoising
by: Park, Junyoung, et al.
Published: (2026)

Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution
by: Park, Karam, et al.
Published: (2025)

Semantic Watermarking Reinvented: Enhancing Robustness and Generation Quality with Fourier Integrity
by: Lee, Sung Ju, et al.
Published: (2025)

Towards Controllable Real Image Denoising with Camera Parameters
by: Oh, Youngjin, et al.
Published: (2025)

Content-Aware Preserving Image Generation
by: Le, Giang H., et al.
Published: (2024)

Generalized Zero-Shot Learning for Point Cloud Segmentation with Evidence-Based Dynamic Calibration
by: Kim, Hyeonseok, et al.
Published: (2025)

Generalized Class Discovery in Instance Segmentation
by: Hoang, Cuong Manh, et al.
Published: (2025)

Unsupervised Contrastive Learning Using Out-Of-Distribution Data for Long-Tailed Dataset
by: Hoang, Cuong Manh, et al.
Published: (2025)

PhaseMark: A Post-hoc, Optimization-Free Watermarking of AI-generated Images in the Latent Frequency Domain
by: Lee, Sung Ju, et al.
Published: (2026)

Transformers in the Dark: Navigating Unknown Search Spaces via Bandit Feedback
by: Kim, Jungtaek, et al.
Published: (2026)

DINOLight: Robust Ambient Light Normalization with Self-supervised Visual Prior Integration
by: Oh, Youngjin, et al.
Published: (2026)

Enhancing Multi-Exposure High Dynamic Range Imaging with Overlapped Codebook for Improved Representation Learning
by: Lee, Keuntek, et al.
Published: (2025)

Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables
by: Kim, Wontae, et al.
Published: (2025)

Orthogonal Negative Guidance in Attention Feature Space for Text-to-Image Generation
by: Ko, Jungmin, et al.
Published: (2026)

Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
by: Nam, Jaehyun, et al.
Published: (2024)

Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label
by: Kang, Byeongkeun, et al.
Published: (2024)

High Fidelity Text to Image Generation with Contrastive Alignment and Structural Guidance
by: Gao, Danyi
Published: (2025)

Tidiness Score-Guided Monte Carlo Tree Search for Visual Tabletop Rearrangement
by: Kee, Hogun, 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)

DarkVRAI: Capture-Condition Conditioning and Burst-Order Selective Scan for Low-light RAW Video Denoising
by: Oh, Youngjin, et al.
Published: (2025)

OmniLight: One Model to Rule All Lighting Conditions
by: Oh, Youngjin, et al.
Published: (2026)

Pseudochaotic Many-Body Dynamics as a Pseudorandom State Generator
by: Lee, Wonjun, et al.
Published: (2024)

Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation
by: Kim, David Minkwan, et al.
Published: (2025)

Enhancing Long-Term Person Re-Identification Using Global, Local Body Part, and Head Streams
by: Thanh, Duy Tran, et al.
Published: (2024)

Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss
by: Turumtaev, Galim
Published: (2026)

DAFT-GAN: Dual Affine Transformation Generative Adversarial Network for Text-Guided Image Inpainting
by: Lee, Jihoon, et al.
Published: (2024)

Masked Generative Story Transformer with Character Guidance and Caption Augmentation
by: Papadimitriou, Christos, et al.
Published: (2024)

Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models
by: Na, Byeonghu, et al.
Published: (2025)

Prompt-Based Safety Guidance Is Ineffective for Unlearned Text-to-Image Diffusion Models
by: Shin, Jiwoo, et al.
Published: (2025)

Semantic Guidance Tuning for Text-To-Image Diffusion Models
by: Kang, Hyun, et al.
Published: (2023)

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

MSTA3D: Multi-scale Twin-attention for 3D Instance Segmentation
by: Tran, Duc Dang Trung, et al.
Published: (2024)