activity
20242026
most citedWMAdapter: Adding WaterMark Control to Latent Diffusion Models

1 citations · 2 across the 22 of their papers we have counts for

collaborators
Showing 2025 · cs.CVShow all

6 papers · 2 filters

cs.CV2025

X-Humanoid: Robotize Human Videos to Generate Humanoid Videos at Scale

Pei Yang, Hai Ci, Yiren Song +1

The advancement of embodied AI has unlocked significant potential for intelligent humanoid robots. However, progress in both Vision-Language-Action (VLA) models and world models is…

cs.CV2025

B2N3D: Progressive Learning from Binary to N-ary Relationships for 3D Object Grounding

Feng Xiao, Hongbin Xu, Hai Ci +1

Localizing 3D objects using natural language is essential for robotic scene understanding. The descriptions often involve multiple spatial relationships to distinguish similar obje…

cs.CV2025

DiffSeg30k: A Multi-Turn Diffusion Editing Benchmark for Localized AIGC Detection

Hai Ci, Ziheng Peng, Pei Yang +2

Diffusion-based editing enables realistic modification of local image regions, making AI-generated content harder to detect. Existing AIGC detection benchmarks focus on classifying…

cs.CV2025

RobotSeg: A Model and Dataset for Segmenting Robots in Image and Video

Haiyang Mei, Qiming Huang, Hai Ci +1

Accurate robot segmentation is a fundamental capability for robotic perception. It enables precise visual servoing for VLA systems, scalable robot-centric data augmentation, accura…

cs.CV2025

Cyc3D: Fine-grained Controllable 3D Generation via Cycle Consistency Regularization

Hongbin Xu, Chaohui Yu, Feng Xiao +5

Despite the remarkable progress of 3D generation, achieving controllability, i.e., ensuring consistency between generated 3D content and input conditions like edge and depth, remai…

cs.CV2025

Impossible Videos

Zechen Bai, Hai Ci, Mike Zheng Shou

Synthetic videos nowadays is widely used to complement data scarcity and diversity of real-world videos. Current synthetic datasets primarily replicate real-world scenarios, leavin…