14 citations · 25 across the 4 of their papers we have counts for
4 papers
On the Importance of Spatial Relations for Few-shot Action Recognition
Yilun Zhang, Yuqian Fu, Xingjun Ma +4
Deep learning has achieved great success in video recognition, yet still struggles to recognize novel actions when faced with only a few examples. To tackle this challenge, few-sho…
A real-time spatiotemporal AI model analyzes skill in open surgical videos
Emmett D. Goodman, Krishna K. Patel, Yilun Zhang +10
Open procedures represent the dominant form of surgery worldwide. Artificial intelligence (AI) has the potential to optimize surgical practice and improve patient outcomes, but eff…
DFineNet: Ego-Motion Estimation and Depth Refinement from Sparse, Noisy Depth Input with RGB Guidance
Yilun Zhang, Ty Nguyen, Ian D. Miller +4
Depth estimation is an important capability for autonomous vehicles to understand and reconstruct 3D environments as well as avoid obstacles during the execution. Accurate depth se…
Multiview Supervision By Registration
Yilun Zhang, Hyun Soo Park
This paper presents a semi-supervised learning framework to train a keypoint detector using multiview image streams given the limited labeled data (typically 4\%). We leverage t…