Aditya Kusupati

1. 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 · 1363 citations
   #cs.CL #cs.AI
2. Matryoshka Representation Learning
   2022/05/26 by Aditya Kusupati, Gantavya Bhatt, Kusupati, Aditya +20 · 4 voices · 56 citations
   Computer Science · Medicine · #cs.LG #cs.CV
3. Matryoshka Quantization
   2025/02/10 by Pranav Nair, Puranjay Datta, Nair, Pranav +7 · 7 voices · 4 citations
   Physics and Astronomy · Engineering · #Optical and Acousto-Optic Technologies #Advanced Control and Stabilization in Aerospace Systems
4. MatFormer: Nested Transformer for Elastic Inference
   2023/10/11 by Devvrit, Sneha Kudugunta, Aditya Kusupati +20 · 5 voices · 20 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
5. MERLOT Reserve: Neural Script Knowledge through Vision and Language and\n Sound
   2022/01/07 by Rowan Zellers, Jiasen Lu, Zellers, Rowan +17 · 15 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
6. Gecko: Versatile Text Embeddings Distilled from Large Language Models
   2024/03/29 by Jinhyuk Lee, Lee, Jinhyuk, Zhuyun Dai +41 · 1 voice · 17 citations
   Computer Science · Environmental Science · #Advanced Text Analysis Techniques #Species Distribution and Climate Change #Topic Modeling #cs.AI #cs.CL
7. Soft Threshold Weight Reparameterization for Learnable Sparsity
   2020/02/08 by Aditya Kusupati, Vivek Ramanujan, Kusupati, Aditya +11 · 7 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. AdANNS: A Framework for Adaptive Semantic Search
   2023/05/30 by Aniket Rege, Aditya Kusupati, Rege, Aniket +14 · 1 voice · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #cs.IR #cs.LG
9. From an Image to a Scene: Learning to Imagine the World from a Million 360 Videos
   2024/12/10 by Matthew Wallingford, Wallingford, Matthew, Anand Bhattad +17 · 7 citations
   Health Professions · Social Sciences · #Digital Storytelling and Education #Educator Training and Historical Pedagogy
10. Mixture of Nested Experts: Adaptive Processing of Visual Tokens
    2024/07/29 by Gagan Jain, Nidhi Hegde, Jain, Gagan +13 · 4 citations
    Computer Science · Environmental Science · #Data Visualization and Analytics #Neural Networks and Applications #Urban Planning and Valuation
11. FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated\n Recurrent Neural Network
    2019/01/08 by Aditya Kusupati, Manish Singh, Kusupati, Aditya +9 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
12. One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Classification
    2019/09/06 by Dhrubojyoti Roy, Roy, Dhrubojyoti, Sangeeta Srivastava +9 · 1 citation
    Computer Science · Engineering · #Advanced SAR Imaging Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Radar Systems and Signal Processing #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
13. ELT: Elastic Looped Transformers for Visual Generation
    2026/04/10 by Sahil Goyal, Swayam Agrawal, Gautham Govind Anil +3 · 1 voice · 1 citation
    #cs.CV
14. MatMamba: A Matryoshka State Space Model
    2024/10/09 by Abhinav Shukla, Sai Vemprala, Shukla, Abhinav +5 · 1 citation
    Economics, Econometrics and Finance · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Economic Development and Digital Transformation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Russia and Soviet political economy