Instance Credibility Inference for Few-Shot Learning

Yikai Wang, Chengming Xu, Chen Liu, +2

Artificial IntelligenceFew-shot LearningNatural Language ProcessingMultiple Instance LearningEngineering +12

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation

Zhengyi Wang, Cheng Lu, Yikai Wang, +4

arXiv (Cornell University)

Distillation Time ScheduleEngineeringMachine LearningGenerative SystemDifferentiable Rendering +15

How to Trust Unlabeled Data? Instance Credibility Inference for Few-Shot Learning

Yikai Wang, Li Zhang, Yuan Yao, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Template Independent Component Analysis: Targeted and Reliable Estimation of Subject-level Brain Networks Using Big Data Population Priors

Amanda F. Mejia, Mary Beth Nebel, Yikai Wang, +2

Journal of the American Statistical Association

A hierarchical independent component analysis model for longitudinal neuroimaging studies

Yikai Wang, Ying Guo

NeuroImage

Neuroimaging BiomarkersCognitive ScienceNeuropsychologyNeuroimaging ModalityComputational Neuroscience +11

Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels

Yikai Wang, Xinwei Sun, Yanwei Fu

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Structured PredictionEngineeringMachine LearningData ScienceData Mining +15

Coarse-to-Fine Amodal Segmentation with Shape Prior

Jianxiong Gao, Xuelin Qian, Yikai Wang, +4

Scene AnalysisPrecise SegmentationMachine LearningEngineeringShape Analysis +18

Thinned knowledge‐aided STAP by exploiting structural covariance matrix

Yikai Wang, Zishu He

IET Radar Sonar & Navigation

Clutter Covariance MatrixAdaptive FilterStatistical Signal ProcessingKnowledge BaseEngineering +12

An Embarrassingly Simple Baseline to One-shot Learning

Chen Liu, Chengming Xu, Yikai Wang, +2

Few-shot LearningSimple BaselineMachine VisionMachine LearningData Science +13

Demonstration of Real-Time DMT-WDM-PON Employing Probabilistic Shaping Based on Intra-Symbol Bit-Weighted Distribution Matching

Long Zhang, Kaihui Wang, Chen Wang, +8

Journal of Lightwave Technology

PhotonicsMulti-carrier CommunicationEngineeringHierarchical Distribution MatchingOfdm System +10