Search Results for author: Kevin Liang

Found 4 papers, 0 papers with code

OmniPose6D: Towards Short-Term Object Pose Tracking in Dynamic Scenes from Monocular RGB

no code implementations9 Oct 2024 Yunzhi Lin, Yipu Zhao, Fu-Jen Chu, Xingyu Chen, Weiyao Wang, Hao Tang, Patricio A. Vela, Matt Feiszli, Kevin Liang

To address the challenge of short-term object pose tracking in dynamic environments with monocular RGB input, we introduce a large-scale synthetic dataset OmniPose6D, crafted to mirror the diversity of real-world conditions.

Benchmarking Diversity +2

Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning

no code implementations23 Feb 2021 Vinay Kumar Verma, Kevin Liang, Nikhil Mehta, Lawrence Carin

Zero-shot learning (ZSL) has been shown to be a promising approach to generalizing a model to categories unseen during training by leveraging class attributes, but challenges still remain.

Attribute Generalized Zero-Shot Learning +1

Experimental demonstration of superresolution of partially coherent light sources using parity sorting

no code implementations2 Feb 2021 S. A. Wadood, Yiyu Zhou, Jing Yang, Kevin Liang, M. A. Alonso, X. -F. Qian, T. Malhotra, S. M. Hashemi Rafsanjani, Andrew N. Jordan, Robert W. Boyd, A. N. Vamivakas

Analyses based on quantum metrology have shown that the ability to localize the positions of two incoherent point sources can be significantly enhanced through the use of mode sorting.

Optics Quantum Physics

Coherence effects on estimating two-point separation

no code implementations9 Dec 2020 Kevin Liang, S. A. Wadood, A. N. Vamivakas

The quantum Fisher information (FI), when applied to the estimation of the separation of two point sources, has been shown to be non-zero in cases where the coherence between the sources are known.

Optics

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