Cover Image

CountSteer: Steering Attention for Object Counting in Diffusion Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Boo, Hyemin, Kim, Hyoryung, Lee, Myungjin, Lee, Seunghyeon, Lee, Jiyoung, Choi, Jang-Hwan, Cho, Hyunsoo
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

Referee: Reference-aware Audiovisual Deepfake Detection
by: Boo, Hyemin, 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)

Dual Prototype Attention for Unsupervised Video Object Segmentation
by: Cho, Suhwan, et al.
Published: (2022)

FreeAction: Training-Free Techniques for Enhanced Fidelity of Trajectory-to-Video Generation
by: Kim, Seungwook, et al.
Published: (2025)

A More Word-like Image Tokenization for MLLMs
by: Lee, Hyun, et al.
Published: (2026)

ATHENA: Adaptive Test-Time Steering for Improving Count Fidelity in Diffusion Models
by: Sepehri, Mohammad Shahab, et al.
Published: (2026)

Locally Grouped and Scale-Guided Attention for Dense Pest Counting
by: Son, Chang-Hwan
Published: (2024)

Affostruction: 3D Affordance Grounding with Generative Reconstruction
by: Park, Chunghyun, et al.
Published: (2026)

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

SteerSeg: Attention Steering for Reasoning Video Segmentation
by: Cheraghian, Ali, et al.
Published: (2026)

Guided Slot Attention for Unsupervised Video Object Segmentation
by: Lee, Minhyeok, et al.
Published: (2023)

Mutually-Aware Feature Learning for Few-Shot Object Counting
by: Jeon, Yerim, et al.
Published: (2024)

Descriptive Image-Text Matching with Graded Contextual Similarity
by: Jang, Jinhyun, et al.
Published: (2025)

Steering to Say No: Configurable Refusal via Activation Steering in Vision Language Models
by: Yang, Jiaxi, et al.
Published: (2026)

TransFlow: Motion Knowledge Transfer from Video Diffusion Models to Video Salient Object Detection
by: Cho, Suhwan, et al.
Published: (2025)

Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation
by: Cho, Suhwan, et al.
Published: (2023)

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

DivCon-NeRF: Diverse and Consistent Ray Augmentation for Few-Shot NeRF
by: Lee, Ingyun, et al.
Published: (2025)

Diffusion-Based Conditional Image Editing through Optimized Inference with Guidance
by: Lee, Hyunsoo, et al.
Published: (2024)

Diffusion-based Data Augmentation for Object Counting Problems
by: Wang, Zhen, et al.
Published: (2024)

SyncSDE: A Probabilistic Framework for Diffusion Synchronization
by: Lee, Hyunjun, et al.
Published: (2025)

Counting Stacked Objects
by: Dumery, Corentin, et al.
Published: (2024)

Counting Hallucinations in Diffusion Models
by: Fu, Shuai, et al.
Published: (2025)

Attention Misses Visual Risk: Risk-Adaptive Steering for Multimodal Safety Alignment
by: Park, Jonghyun, et al.
Published: (2025)

SteerPose: Simultaneous Extrinsic Camera Calibration and Matching from Articulation
by: Lee, Sang-Eun, et al.
Published: (2025)

ARC-NeRF: Area Ray Casting for Broader Unseen View Coverage in Few-shot Object Rendering
by: Seo, Seunghyeon, et al.
Published: (2024)

D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification
by: Jang, Minhee, et al.
Published: (2024)

YOLO-Count: Differentiable Object Counting for Text-to-Image Generation
by: Zeng, Guanning, et al.
Published: (2025)

Point, Segment and Count: A Generalized Framework for Object Counting
by: Huang, Zhizhong, et al.
Published: (2023)

CoBELa: Steering Transparent Generation via Concept Bottlenecks on Energy Landscapes
by: Kim, Sangwon, et al.
Published: (2025)

Transforming Static Images Using Generative Models for Video Salient Object Detection
by: Cho, Suhwan, et al.
Published: (2024)

Optimized Minimal 4D Gaussian Splatting
by: Lee, Minseo, et al.
Published: (2025)

DepthFlow: Exploiting Depth-Flow Structural Correlations for Unsupervised Video Object Segmentation
by: Cho, Suhwan, et al.
Published: (2025)

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion
by: Li, Yanyu, et al.
Published: (2025)

CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering
by: Li, Qiming, et al.
Published: (2026)

SteeringDiffusion: A Bottlenecked Activation Control Interface for Diffusion Models
by: Wu, Fangzheng, et al.
Published: (2026)

Steering Away from Memorization: Reachability-Constrained Reinforcement Learning for Text-to-Image Diffusion
by: Karnik, Sathwik, et al.
Published: (2026)

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

Improving Unsupervised Video Object Segmentation via Fake Flow Generation
by: Cho, Suhwan, et al.
Published: (2024)

SteeredMarigold: Steering Diffusion Towards Depth Completion of Largely Incomplete Depth Maps
by: Gregorek, Jakub, et al.
Published: (2024)