Liang, Kaizhao
- Cautious Optimizers: Improving Training with One Line of Code
2024/11/25 by Kaizhao Liang, Lizhang Chen, Liang, Kaizhao +5 · 12 voices · 11 citations
#cs.LG #cs.AI #cs.CL #cs.CV #cs.DM
- A Survey on Multimodal Large Language Models for Autonomous Driving
2023/11/21 by Can Cui, Yunsheng Ma, Cui, Can +39 · 48 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models
2021/11/30 by Tri Dao, Beidi Chen, Dao, Tri +11 · 7 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
2021/12/05 by Kaustubh Dhole, Dhole, Kaustubh D., Varun Gangal +221 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Lion Secretly Solves Constrained Optimization: As Lyapunov Predicts
2023/10/09 by Chen, Lizhang, Liu, Bo, Liang, Kaizhao +1 · 4 citations
#Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Memory-Efficient LLM Training with Online Subspace Descent
2024/08/23 by Liang, Kaizhao, Liu, Bo, Chen, Lizhang +1 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Communication Efficient Distributed Training with Distributed Lion
2024/03/30 by Bo Liu, Lemeng Wu, Liu, Bo +13 · 2 citations
Engineering · #Robotics and Automated Systems
- Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability
2020/06/25 by Liang, Kaizhao, Zhang, Jacky Y., Wang, Boxin +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Medical Video Generation for Disease Progression Simulation
2024/11/18 by Cao, Xu, Liang, Kaizhao, Liao, Kuei-Da +7 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PIE: Simulating Disease Progression via Progressive Image Editing
2023/09/21 by Liang, Kaizhao, Cao, Xu, Liao, Kuei-Da +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Cautious Weight Decay
2025/10/14 by Lizhang Chen, Chen, Lizhang, Jonathan Li +15 · 1 voice · 1 citation
#cs.LG #math.OC #stat.ML