Tengyu Ma
Hainan University(CN)Dalian University of Technology(CN)
Publications by Year
Research Areas
Machine Learning and Algorithms, Domain Adaptation and Few-Shot Learning, Stochastic Gradient Optimization Techniques, Topic Modeling, Natural Language Processing Techniques
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,134 cited
- A Simple but Tough-to-Beat Baseline for Sentence Embeddings(2017)
- → Toward Fast, Flexible, and Robust Low-Light Image Enhancement(2022)895 cited
- → A Latent Variable Model Approach to PMI-based Word Embeddings(2016)289 cited
- → Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling(2021)281 cited
- → Provable Bounds for Learning Some Deep Representations(2013)241 cited
- → Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss(2019)226 cited
- → MOPO: Model-based Offline Policy Optimization(2020)217 cited
- → SAM 2: Segment Anything in Images and Videos(2024)212 cited
- → Generalization and Equilibrium in Generative Adversarial Nets (GANs)(2017)211 cited