Huang, W. Ronny
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
2018/04/03 by Shafahi, Ali, Huang, W. Ronny, Najibi, Mahyar +4 · 25 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MetaPoison: Practical General-purpose Clean-label Data Poisoning
2020/04/01 by Wei Huang, Jonas Geiping, Huang, W. Ronny +7 · 7 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
2020/09/04 by Geiping, Jonas, Fowl, Liam, Huang, W. Ronny +4 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Impact of Neural Network Overparameterization on Gradient Confusion\n and Stochastic Gradient Descent
2019/04/15 by Karthik Abinav Sankararaman, Sankararaman, Karthik A., Soham De +7 · 7 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
- Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
2019/05/15 by Zhu, Chen, Huang, W. Ronny, Shafahi, Ali +4 · 4 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Understanding Generalization through Visualizations
2019/06/07 by Wei Huang, Huang, W. Ronny, Zeyad Emam +11 · 4 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Stochastic Gradient Optimization Techniques
- GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training
2021/02/16 by Zhu, Chen, Ni, Renkun, Xu, Zheng +3 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scaling End-to-End Models for Large-Scale Multilingual ASR
2021/04/30 by Li, Bo, Pang, Ruoming, Sainath, Tara N. +7 · 2 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study
2024/01/23 by Huang, W. Ronny, Allauzen, Cyril, Chen, Tongzhou +7 · 3 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Capitalization Normalization for Language Modeling with an Accurate and Efficient Hierarchical RNN Model
2022/02/16 by Zhang, Hao, Cheng, You-Chi, Kumar, Shankar +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR
2022/04/22 by Huang, W. Ronny, Chang, Shuo-yiin, Rybach, David +5 · 1 citation
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering