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Naik, Nikhil

  1. Designing Neural Network Architectures using Reinforcement Learning
    2016/11/07 by Bowen Baker, Baker, Bowen, Otkrist Gupta +5 · 2 voices · 36 citations
    Computer Science · #cs.LG
  2. Diffusion Model Alignment Using Direct Preference Optimization
    2023/11/21 by Bram Wallace, Meihua Dang, Wallace, Bram +17 · 167 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
  3. EDICT: Exact Diffusion Inversion via Coupled Transformations
    2022/11/22 by Bram Wallace, Akash Gokul, Wallace, Bram +3 · 35 citations
    Computer Science · Medicine · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications #Model Reduction and Neural Networks
  4. The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies
    2020/04/28 by Stephan Zheng, Alexander Trott, Zheng, Stephan +11 · 1 voice · 6 citations
    Energy · Business, Management and Accounting · Economics, Econometrics and Finance · #econ.GN #cs.LG #stat.ML
  5. ProGen2: Exploring the Boundaries of Protein Language Models
    2022/06/27 by Erik Nijkamp, Jeffrey A. Ruffolo, Nijkamp, Erik +7 · 21 citations
    Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM) #RNA and protein synthesis mechanisms #vaccines and immunoinformatics approaches
  6. Deep Learning the City : Quantifying Urban Perception At A Global Scale
    2016/08/05 by Abhimanyu Dubey, Nikhil Naik, Dubey, Abhimanyu +7 · 14 citations
    Computer Science · Environmental Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Impact of Light on Environment and Health #Video Surveillance and Tracking Methods
  7. ProGen: Language Modeling for Protein Generation
    2020/03/08 by Ali Madani, Madani, Ali, Bryan McCann +13 · 13 citations
    Biochemistry, Genetics and Molecular Biology · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Bioinformatics #RNA and protein synthesis mechanisms
  8. End-to-End Diffusion Latent Optimization Improves Classifier Guidance
    2023/03/23 by Wallace, Bram, Gokul, Akash, Ermon, Stefano +1 · 11 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. CASTing Your Model: Learning to Localize Improves Self-Supervised Representations
    2020/12/08 by Selvaraju, Ramprasaath R., Desai, Karan, Johnson, Justin +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models
    2024/01/25 by Senthil Purushwalkam, Akash Gokul, Purushwalkam, Senthil +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  11. Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life
    2016/08/01 by De Nadai, Marco, Vieriu, Radu L., Zen, Gloria +6 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  12. Maximum-Entropy Fine-Grained Classification
    2018/09/16 by Dubey, Abhimanyu, Gupta, Otkrist, Raskar, Ramesh +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Improving out-of-distribution generalization via multi-task self-supervised pretraining
    2020/03/30 by Albuquerque, Isabela, Naik, Nikhil, Li, Junnan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision
    2021/12/14 by Shrivastava, Aman, Selvaraju, Ramprasaath R., Naik, Nikhil +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Field Extraction from Forms with Unlabeled Data
    2021/10/08 by Mingfei Gao, Zeyuan Chen, Gao, Mingfei +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Music and Audio Processing