Dejiao Zhang
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CodeSage: Code Representation Learning At Scale
PDF
Code
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation
ContraCLM: Contrastive Learning for Causal Language Model
PDF
Code
Learning Dialogue Representations from Consecutive Utterances
PDF
Code
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
PDF
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
PDF
Code
Pairwise Supervised Contrastive Learning of Sentence Representations
PDF
Code
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey
PDF
Supporting Clustering with Contrastive Learning
PDF
Code
Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling
PDF
Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation from Undersampled Data
PDF
Learning to Share: Simultaneous Parameter Tying and Sparsification in Deep Learning
PDF
Code
Poster
Deep Unsupervised Clustering Using Mixture of Autoencoders
PDF
Matched Subspace Detection Using Compressively Sampled Data
PDF
Poster
Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation
PDF
Poster
Iterative Grassmannian Optimization for Robust Image Alignment
PDF
Code
Iterative Online Subspace Learning for Robust Image Alignment
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