Rumen Dangovski
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1362 citations
#cs.CL #cs.AI
- DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
2022/04/21 by Yung-Sung Chuang, Chuang, Yung-Sung, Rumen Dangovski +17 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning
2022/11/02 by Di Luo, Luo, Di, Jiayu Shen +5 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- 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
- AI-Assisted Discovery of Quantitative and Formal Models in Social Science
2022/10/02 by Julia Balla, Sihao Huang, Balla, Julia +7 · 2 citations
Computer Science · #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Neural Networks and Applications #Symbolic Computation (cs.SC)
- QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
2024/05/31 by Zhuo Chen, Rumen Dangovski, Chen, Zhuo +9 · 3 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, Loh, Charlotte, Rumen Dangovski +13 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Machine Learning and Data Classification
- Flow-based Phase-space Tomography of Continuous-variable Quantum States
2026/07/23 by Owen Dugan, Rumen Dangovski, Peter Y. Lu +1
#quant-ph