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20242026
most citedAI Competitions and Benchmarks: Dataset Development

1 citations · 2 across the 8 of their papers we have counts for

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cs.CV2026

Human4K: A Large-Scale 4K Multi-View Mocap Dataset for Whole-Body 3D Human Reconstruction

Tianshun Han, Ziyu Shi, Lijian Liu +7

Recent advances in 3D human reconstruction have improved overall performance, yet current models still fail in the most challenging real-world scenarios. They often produce unstabl…

cs.CV2026

HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection

Senyuan Shi, Hao Tan, Zichang Tan +4

The rapid evolution of generative models has precipitated a proliferation of fabricated content, posing significant challenges to existing Synthetic Image Detection (SID) methods.…

cs.CV2025

RVLF: A Reinforcing Vision-Language Framework for Gloss-Free Sign Language Translation

Zhi Rao, Yucheng Zhou, Benjia Zhou +3

Gloss-free sign language translation (SLT) is hindered by two key challenges: **inadequate sign representation** that fails to capture nuanced visual cues, and **sentence-level sem…

cs.CV2025

Interact2Ar: Full-Body Human-Human Interaction Generation via Autoregressive Diffusion Models

Pablo Ruiz-Ponce, Sergio Escalera, José García-Rodríguez +2

Generating realistic human-human interactions is a challenging task that requires not only high-quality individual body and hand motions, but also coherent coordination among all i…

cs.CV2025

Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection

Shunxin Chen, Ajian Liu, Junze Zheng +4

Facial recognition systems in real-world scenarios are susceptible to both digital and physical attacks. Previous methods have attempted to achieve classification by learning a com…

cs.CV2024

Unified Physical-Digital Attack Detection Challenge

Haocheng Yuan, Ajian Liu, Junze Zheng +6

Face Anti-Spoofing (FAS) is crucial to safeguard Face Recognition (FR) Systems. In real-world scenarios, FRs are confronted with both physical and digital attacks. However, existin…