367 citations · 582 across the 14 of their papers we have counts for
14 papers
A Fast Minimization Algorithm for the Euler Elastica Model Based on a Bilinear Decomposition
Zhifang Liu, Baochen Sun, Xue-Cheng Tai +2
The Euler Elastica (EE) model with surface curvature can generate artifact-free results compared with the traditional total variation regularization model in image processing. Howe…
Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis
Xiang Chen, Zhao Song, Baocheng Sun +2
Many machine learning algorithms require large numbers of labeled data to deliver state-of-the-art results. In applications such as medical diagnosis and fraud detection, though th…
LOWA: Localize Objects in the Wild with Attributes
Xiaoyuan Guo, Kezhen Chen, Jinmeng Rao +3
We present LOWA, a novel method for localizing objects with attributes effectively in the wild. It aims to address the insufficiency of current open-vocabulary object detectors, wh…
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond
Thanh Vu, Baochen Sun, Bodi Yuan +3
The success of data mixing augmentations in image classification tasks has been well-received. However, these techniques cannot be readily applied to object detection due to challe…
An Time Fourier Set Query Algorithm
Yeqi Gao, Zhao Song, Baocheng Sun
Fourier transformation is an extensively studied problem in many research fields. It has many applications in machine learning, signal processing, compressed sensing, and so on. In…
Improved Reconstruction for Fourier-Sparse Signals
Yeqi Gao, Zhao Song, Baocheng Sun +2
We revisit the classical problem of Fourier-sparse signal reconstruction -- a variant of the \emph{Set Query} problem -- which asks to efficiently reconstruct (a subset of) a -d…