Avinava Dubey
- Big Bird: Transformers for Longer Sequences
2020/07/28 by Manzil Zaheer, Guru Guruganesh, Avinava Dubey +8 · 4 voices · 58 citations
Computer Science · Mathematics · #cs.LG #cs.CL #stat.ML
- RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
2023/07/28 by Anthony Brohan, Brohan, Anthony, Noah Brown +105 · 561 citations
Computer Science · #Computation and Language (cs.CL) #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 #Robotics (cs.RO) #Topic Modeling
- Conditional Language Policy: A General Framework for Steerable Multi-Objective Finetuning
2024/07/22 by Kaiwen Wang, Wang, Kaiwen, Rahul Kidambi +36 · 8 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Linguistic research and analysis #Machine Learning (cs.LG) #Natural Language Processing Techniques #Syntax, Semantics, Linguistic Variation
- Learning the RoPEs: Better 2D and 3D Position Encodings with STRING
2025/02/04 by Connor Schenck, Schenck, Connor, Isaac Reid +41 · 8 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Mnemosyne: Learning to Train Transformers with Transformers
2023/02/02 by Deepali Jain, Krzysztof Choromański, Jain, Deepali +11 · 2 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- The Intriguing Properties of Model Explanations
2018/01/30 by Maruan Al-Shedivat, Al-Shedivat, Maruan, Avinava Dubey +3 · 1 citation
Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Scientific Computing and Data Management
- A Fourier Approach to Mixture Learning
2022/10/05 by Mingda Qiao, Guru Guruganesh, Qiao, Mingda +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Spectroscopy Techniques in Biomedical and Chemical Research
- Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning
2024/06/25 by Arijit Sehanobish, Avinava Dubey, Sehanobish, Arijit +12 · 1 voice · 1 citation
Computer Science · Physics and Astronomy · #cs.LG #cs.AI #cs.CV
- Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
2023/10/17 by Somnath Basu Roy Chowdhury, Nicholas Monath, Chowdhury, Somnath Basu Roy +11 · 1 citation
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fundamental Limits of Perfect Concept Erasure
2025/03/25 by Somnath Basu Roy Chowdhury, Avinava Dubey, Chowdhury, Somnath Basu Roy +11 · 2 citations
Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)