Loh, Charlotte
- Equivariant Contrastive Learning
2021/10/28 by Rumen Dangovski, Jing Li, Dangovski, Rumen +13 · 3 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications #Advanced Image and Video Retrieval Techniques
- QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
2024/05/31 by Zhuo Chen, Rumen Dangovski, Chen, Zhuo +9 · 4 citations
Engineering · Physics and Astronomy · #Atomic and Subatomic Physics Research #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Magneto-Optical Properties and Applications #Photonic and Optical Devices #Quantum Physics (quant-ph)
- On the Importance of Calibration in Semi-supervised Learning
2022/10/10 by Charlotte Loh, Rumen Dangovski, Loh, Charlotte +13 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Machine Learning and Data Classification
- Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies
2023/04/02 by Han, Ligong, Han, Seungwook, Sudalairaj, Shivchander +8 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Symbolic Learning of Topological Bands in Photonic Crystals
2025/05/15 by Ali Ghorashi, Ghorashi, Ali, Sachin Vaidya +11 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices