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cs.CV2024
DeforHMR: Vision Transformer with Deformable Cross-Attention for 3D Human Mesh Recovery
Jaewoo Heo, George Hu, Zeyu Wang +1
Human Mesh Recovery (HMR) is an important yet challenging problem with applications across various domains including motion capture, augmented reality, and biomechanics. Accurately…
cs.CV2024
Continuous Perception Matters: Diagnosing Temporal Integration Failures in Multimodal Models
Zeyu Wang, Zhenzhen Weng, Serena Yeung-Levy
Continuous perception, the ability to integrate visual observations over time in a continuous stream fashion, is essential for robust real-world understanding, yet remains largely…
cs.CV2024
Multi-Human Mesh Recovery with Transformers
Zeyu Wang, Zhenzhen Weng, Serena Yeung-Levy
Conventional approaches to human mesh recovery predominantly employ a region-based strategy. This involves initially cropping out a human-centered region as a preprocessing step, w…