Rajarshi Roy

1. NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
   2024/05/27 by Chankyu Lee, Lee, Chankyu, Rajarshi Roy +12 · 2 voices · 107 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #cs.AI #cs.CL #cs.IR #cs.LG
2. Neuronal avalanches imply maximum dynamic range in cortical networks at criticality
   2009/06/02 by Woodrow L. Shew, Shew, Woodrow L., Hongdian Yang +7 · 7 citations
   Neuroscience · Physics and Astronomy · #FOS: Biological sciences #Functional Brain Connectivity Studies #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #stochastic dynamics and bifurcation
3. ChatQA: Surpassing GPT-4 on Conversational QA and RAG
   2024/01/18 by Zihan Liu, Liu, Zihan, Rajarshi Roy +9 · 15 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
4. Extracavity laser band-shape and bandwidth modification
   1982/07/01 by D. S. Elliott, Rajarshi Roy, S. J. Smith · 2 citations
5. Property-Directed Verification of Recurrent Neural Networks
   2020/09/22 by Igor Khmelnitsky, Daniel Neider, Khmelnitsky, Igor +15 · 1 citation
   Computer Science · #68Q60 #68T07 #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #D.2.4 #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Formal Methods in Verification #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
6. Scalable Anytime Algorithms for Learning Fragments of Linear Temporal Logic
   2021/10/13 by Ritam Raha, Raha, Ritam, Rajarshi Roy +5 · 1 citation
   Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Formal Methods in Verification #Logic, programming, and type systems #Machine Learning (cs.LG)
7. PersonaPlex: Voice and Role Control for Full Duplex Conversational Speech Models
   2026/01/14 by Rajarshi Roy, Jonathan Raiman, Sang-gil Lee +5 · 1 voice · 1 citation
   Computer Science · #cs.CL
8. Reinforcement Learning with Temporal-Logic-Based Causal Diagrams
   2023/06/23 by Yash Paliwal, Paliwal, Yash, Rajarshi Roy +13 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Formal Methods in Verification #Optimization and Search Problems
9. Explainable and Resource-Efficient Spatial Reasoning in Multimodal LLMs for Decision-Critical Applications
   2026/07/29 by Piyush Jain, Kousik Dasgupta, Rajarshi Roy +1
   Computer Science · #cs.CV