Cover Image

Seg4Diff: Unveiling Open-Vocabulary Segmentation in Text-to-Image Diffusion Transformers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Chaehyun, Shin, Heeseong, Hong, Eunbeen, Yoon, Heeji, Arnab, Anurag, Seo, Paul Hongsuck, Hong, Sunghwan, 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

CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation
by: Cho, Seokju, et al.
Published: (2023)

Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels
by: Shin, Heeseong, et al.
Published: (2024)

S^4M: Boosting Semi-Supervised Instance Segmentation with SAM
by: Yoon, Heeji, et al.
Published: (2025)

DirecT2V: Large Language Models are Frame-Level Directors for Zero-Shot Text-to-Video Generation
by: Hong, Susung, et al.
Published: (2023)

Visual Representation Alignment for Multimodal Large Language Models
by: Yoon, Heeji, et al.
Published: (2025)

Unifying Correspondence, Pose and NeRF for Pose-Free Novel View Synthesis from Stereo Pairs
by: Hong, Sunghwan, et al.
Published: (2023)

TETO: Tracking Events with Teacher Observation for Motion Estimation and Frame Interpolation
by: Yang, Jini, et al.
Published: (2026)

PF3plat: Pose-Free Feed-Forward 3D Gaussian Splatting
by: Hong, Sunghwan, et al.
Published: (2024)

Multi-Granularity Video Object Segmentation
by: Lim, Sangbeom, et al.
Published: (2024)

FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models
by: Corradini, Barbara Toniella, et al.
Published: (2024)

Exploring Conditions for Diffusion models in Robotic Control
by: Shin, Heeseong, et al.
Published: (2025)

Referring Video Object Segmentation via Language-aligned Track Selection
by: Kim, Seongchan, et al.
Published: (2024)

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

D$^2$USt3R: Enhancing 3D Reconstruction for Dynamic Scenes
by: Han, Jisang, et al.
Published: (2025)

Robust Image Self-Recovery against Tampering using Watermark Generation with Pixel Shuffling
by: Kim, Minyoung, et al.
Published: (2025)

URECA: Unique Region Caption Anything
by: Lim, Sangbeom, et al.
Published: (2025)

Image Diffusion Models Exhibit Emergent Temporal Propagation in Videos
by: Kim, Youngseo, et al.
Published: (2025)

AgentRVOS: Reasoning over Object Tracks for Zero-Shot Referring Video Object Segmentation
by: Jin, Woojeong, et al.
Published: (2026)

GaussianTalker: Real-Time High-Fidelity Talking Head Synthesis with Audio-Driven 3D Gaussian Splatting
by: Cho, Kyusun, et al.
Published: (2024)

DiffBlender: Composable and Versatile Multimodal Text-to-Image Diffusion Models
by: Kim, Sungnyun, et al.
Published: (2023)

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

Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image Segmentation
by: Yu, Seonghoon, et al.
Published: (2024)

Learning Correlation Structures for Vision Transformers
by: Kim, Manjin, et al.
Published: (2024)

Unified Diffusion Transformer for High-fidelity Text-Aware Image Restoration
by: Kim, Jin Hyeon, et al.
Published: (2025)

Direct Diffusion Score Preference Optimization via Stepwise Contrastive Policy-Pair Supervision
by: Kim, Dohyun, et al.
Published: (2025)

TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation
by: Ma, Kangbo
Published: (2025)

Entropy-Gradient Grounding: Training-Free Evidence Retrieval in Vision-Language Models
by: Gröpl, Marcel, et al.
Published: (2026)

Bridging Audio and Vision: Zero-Shot Audiovisual Segmentation by Connecting Pretrained Models
by: Lee, Seung-jae, et al.
Published: (2025)

C3G: Learning Compact 3D Representations with 2K Gaussians
by: An, Honggyu, et al.
Published: (2025)

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

Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression
by: Kim, Dohyun, et al.
Published: (2025)

EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation
by: Niu, Hongwei, et al.
Published: (2024)

TransDiff‐HiSeg: An Adaptive Transformer‐Diffusion Framework for Medical Image Segmentation in Sustainable Healthcare
by: Pratishtha Verma, et al.
Published: (2026)

LCSB: Layer-Cyclic Selective Backpropagation for Memory-Efficient On-Device LLM Fine-Tuning
by: Park, Juneyoung, et al.
Published: (2026)

VideoMaMa: Mask-Guided Video Matting via Generative Prior
by: Lim, Sangbeom, et al.
Published: (2026)

Talk3D: High-Fidelity Talking Portrait Synthesis via Personalized 3D Generative Prior
by: Ko, Jaehoon, et al.
Published: (2024)

Cross-View Completion Models are Zero-shot Correspondence Estimators
by: An, Honggyu, et al.
Published: (2024)

Emergent Outlier View Rejection in Visual Geometry Grounded Transformers
by: Han, Jisang, et al.
Published: (2025)

FA-Seg: A Fast and Accurate Diffusion-Based Method for Open-Vocabulary Segmentation
by: Che, Huy, et al.
Published: (2025)

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