Change-Point Detection for High-Dimensional Time Series With Missing Data

Yao Xie, Jiaji Huang, Rebecca Willett

IEEE Journal of Selected Topics in Signal Processing

EngineeringShift DetectionChange DetectionLocalizationMeasure Deviations +17

DiffWave: A Versatile Diffusion Model for Audio Synthesis

Zhifeng Kong, Wei Ping, Jiaji Huang, +2

arXiv (Cornell University)

MusicEngineeringMachine LearningSound RenderingSpeech Recognition +14

Disfluencies and Fine-Tuning Pre-Trained Language Models for Detection of Alzheimer’s Disease

Jiahong Yuan, Yuchen Bian, Xingyu Cai, +3

Neurodegenerative DiseasesAlzheimer's DiseaseEngineeringMedicineNeurolinguistics +6

Isotropy in the Contextual Embedding Space: Clusters and Manifolds

Xingyu Cai, Jiaji Huang, Yuchen Bian, +1

International Conference on Learning Representations

EngineeringMachine LearningGeometryManifold ModelingMultilingual Pretraining +16

Active Learning for Speech Recognition: the Power of Gradients

Jiaji Huang, Rewon Child, Vinay Rao, +3

arXiv (Cornell University)

EngineeringMachine LearningSpoken Language ProcessingSpeech RecognitionNatural Language Processing +16

Topic Compositional Neural Language Model

Wenlin Wang, Zhe Gan, Wenqi Wang, +5

arXiv (Cornell University)

Natural Language ProcessingGlobal Semantic CoherenceRetrieval Augmented GenerationEngineeringMachine Learning +13

Topic compositional neural language model

Wenlin Wang, Zhe Gan, Wenqi Wang, +5

International Conference on Artificial Intelligence and Statistics

Natural Language ProcessingGlobal Semantic CoherenceRetrieval Augmented GenerationEngineeringMachine Learning +13

LDMNet: Low Dimensional Manifold Regularized Neural Networks

Wei Zhu, Qiang Qiu, Jiaji Huang, +3

Geometric LearningDeep Neural NetworksImage AnalysisMachine LearningData Science +12

On Attention Redundancy: A Comprehensive Study

Yuchen Bian, Jiaji Huang, Xingyu Cai, +2

Selective AttentionPsycholinguisticsCognitionAttentionLanguage Processing +22

Large Margin Neural Language Model

Jiaji Huang, Yi Li, Wei Ping, +1

Natural Language ProcessingStructured PredictionLarge Ai ModelEngineeringMachine Learning +11