Nikhil Mehta
- 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 · 1354 citations
#cs.CL #cs.AI
- Recommender Systems with Generative Retrieval
2023/05/08 by Shashank Rajput, Nikhil Mehta, Rajput, Shashank +25 · 1 voice · 65 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling #cs.IR #cs.LG
- Apollo: An Exploration of Video Understanding in Large Multimodal Models
2024/12/13 by Orr Zohar, Zohar, Orr, Xiaohan Wang +21 · 3 voices · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations
2023/06/13 by Anima Singh, Trung Vu, Singh, Anima +24 · 1 voice · 18 citations
Computer Science · #Recommender Systems and Techniques #Text and Document Classification Technologies #Topic Modeling
- Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction
2023/05/10 by Wang-Cheng Kang, Kang, Wang-Cheng, Jianmo Ni +11 · 13 citations
Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- Aligning Large Language Models with Recommendation Knowledge
2024/03/30 by Yuwei Cao, Cao, Yuwei, Nikhil Mehta +13 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Efficient Feature Transformations for Discriminative and Generative\n Continual Learning
2021/03/24 by Vinay Kumar Verma, Kevin J Liang, Verma, Vinay Kumar +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback
2023/04/21 by Nikhil Mehta, Mehta, Nikhil, Milagro Teruel +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation
2024/12/02 by Bolin Lai, Lai, Bolin, Felix Juefei-Xu +19 · 4 citations
Engineering · Computer Science · #Image Processing Techniques and Applications #Advanced Image Processing Techniques #Advanced Vision and Imaging
- Stochastic Blockmodels meet Graph Neural Networks
2019/05/14 by Nikhil Mehta, Mehta, Nikhil, Lawrence Carin +3 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topic Modeling
- Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs
2025/01/08 by Zeyi Huang, Huang, Zeyi, Yuyang Ji +23 · 3 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Semantic Web and Ontologies
- STAR: A Simple Training-free Approach for Recommendations using Large Language Models
2024/10/21 by Dong‐Ho Lee, Lee, Dong-Ho, Long Jin +12 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
- Toward Holistic Evaluation of Recommender Systems Powered by Generative Models
2025/04/09 by Yashar Deldjoo, Deldjoo, Yashar, Nikhil Mehta +9 · 3 citations
Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Explainable Artificial Intelligence (XAI)