Dhillon, Inderjit
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 998 citations
Computer Science · #Semantic Web and Ontologies
- 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 · 1398 citations
#cs.CL #cs.AI
- MatFormer: Nested Transformer for Elastic Inference
2023/10/11 by Devvrit, Sneha Kudugunta, Aditya Kusupati +20 · 5 voices · 27 citations
Computer Science · Social Sciences · #Caching and Content Delivery #Human Mobility and Location-Based Analysis #Opportunistic and Delay-Tolerant Networks #cs.CL #cs.CV #cs.LG
- Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting
2019/05/09 by Rajat Sen, Sen, Rajat, Hsiang‐Fu Yu +3 · 28 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Learning to Encode Position for Transformer with Continuous Dynamical Model
2020/03/12 by Xuanqing Liu, Liu, Xuanqing, Hsiang‐Fu Yu +5 · 14 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Online Embedding Compression for Text Classification using Low Rank\n Matrix Factorization
2018/11/01 by Anish Acharya, Acharya, Anish, Rahul Goel +5 · 6 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Speech Recognition and Synthesis #Topic Modeling
- Positive Unlabeled Contrastive Learning
2022/06/01 by Anish Acharya, Acharya, Anish, Sujay Sanghavi +11 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning and Data Classification
- CAT: Customized Adversarial Training for Improved Robustness
2020/02/17 by Minhao Cheng, Cheng, Minhao, Lei Qi +7 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion
2013/12/01 by Hyokun Yun, Hsiang‐Fu Yu, Yun, Hyokun +7 · 3 citations
Computer Science · #Blind Source Separation Techniques #Cellular Automata and Applications #Distributed #FOS: Computer and information sciences #Matrix Theory and Algorithms #Parallel #and Cluster Computing (cs.DC)
- Scalable In-context Ranking with Generative Models
2025/10/06 by Nilesh Gupta, Gupta, Nilesh, Chong You +9 · 1 voice · 1 citation
#cs.IR #cs.LG
- Large Language Models are Interpretable Learners
2024/06/25 by Ruochen Wang, Wang, Ruochen, Si Si +9 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Taming Pretrained Transformers for Extreme Multi-label Text Classification
2019/05/07 by Wei-Cheng Chang, Chang, Wei-Cheng, Hsiang‐Fu Yu +7 · 3 citations
Computer Science · #Text and Document Classification Technologies #Topic Modeling #Natural Language Processing Techniques
- On the Benefits of Multiple Gossip Steps in Communication-Constrained\n Decentralized Optimization
2020/11/20 by Abolfazl Hashemi, Hashemi, Abolfazl, Anish Acharya +9 · 1 citation
Computer Science · Engineering · #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Enterprise-Scale Search: Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees
2021/06/04 by Etter, Philip A., Zhong, Kai, Yu, Hsiang-Fu +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Approximate Newton policy gradient algorithms
2021/10/05 by Li, Haoya, Gupta, Samarth, Yu, Hsiangfu +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval
2023/10/13 by Kumar, Ramnath, Mittal, Anshul, Gupta, Nilesh +3 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)