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Lovekesh Vig

  1. TableNet: Deep Learning model for end-to-end Table detection and Tabular\n data extraction from Scanned Document Images
    2020/01/06 by Shubham Paliwal, D Vishwanath, Paliwal, Shubham +7 · 12 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  2. BudgetMLAgent: A Cost-Effective LLM Multi-Agent system for Automating Machine Learning Tasks
    2024/11/12 by Shubham Gandhi, Gandhi, Shubham, Manasi Patwardhan +5 · 10 citations
    Computer Science · #68T42 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.1 #I.2.2 #I.2.5 #I.2.7 #I.2.8 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Statistical and Computational Modeling
  3. Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder
    2016/08/22 by Pankaj Malhotra, Malhotra, Pankaj, Vishnu Tv +11 · 4 citations
    Engineering · Health Professions · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Fault Diagnosis Techniques #Machine Learning (cs.LG) #Quality and Safety in Healthcare
  4. Calibrating Deep Neural Networks using Explicit Regularisation and Dynamic Data Pruning
    2022/12/20 by Ramya Hebbalaguppe, Hebbalaguppe, Ramya, Rishabh Patra +7 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  5. TimeNet: Pre-trained deep recurrent neural network for time series classification
    2017/06/23 by Pankaj Malhotra, Malhotra, Pankaj, Vishnu Tv +7 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Time Series Analysis and Forecasting
  6. One-shot Information Extraction from Document Images using Neuro-Deductive Program Synthesis
    2019/06/06 by Vishal Sunder, Ashwin Srinivasan, Sunder, Vishal +7 · 3 citations
    Computer Science · #Handwritten Text Recognition Techniques #Software Engineering Research #Natural Language Processing Techniques
  7. Character Keypoint-based Homography Estimation in Scanned Documents for\n Efficient Information Extraction
    2019/11/13 by Kushagra Mahajan, Monika Sharma, Mahajan, Kushagra +3 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques
  8. Deep Convolutional Neural Networks for Pairwise Causality
    2017/01/03 by Karamjit Singh, Garima Gupta, Singh, Karamjit +7 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  9. Transfer Learning for Clinical Time Series Analysis using Recurrent\n Neural Networks
    2018/07/04 by Priyanka Gupta, Pankaj Malhotra, Gupta, Priyanka +5 · 2 citations
    Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
  10. Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting
    2023/08/01 by Aseem Arora, Arora, Aseem, Shabbirhussain Bhaisaheb +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  11. HyperLoRA for PDEs
    2023/08/18 by Ritam Majumdar, Vishal Jadhav, Majumdar, Ritam +9 · 2 citations
    Computer Science · Physics and Astronomy · #Analysis of PDEs (math.AP) #Artificial Intelligence (cs.AI) #Computational Engineering #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #Finance #Machine Learning (cs.LG) #Model Reduction and Neural Networks #and Science (cs.CE)
  12. Using Program Synthesis and Inductive Logic Programming to solve Bongard Problems
    2021/10/19 by Atharv Sonwane, Sharad Chitlangia, Sonwane, Atharv +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Logic, Reasoning, and Knowledge #Logic, programming, and type systems #Machine Learning (cs.LG) #Programming Languages (cs.PL)
  13. IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery
    2025/04/23 by Aniketh Garikaparthi, Manasi Patwardhan, Garikaparthi, Aniketh +5 · 5 citations
    Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning in Materials Science #Scientific Computing and Data Management #Topic Modeling
  14. Symbolic Regression for PDEs using Pruned Differentiable Programs
    2023/03/13 by Ritam Majumdar, Vishal Jadhav, Majumdar, Ritam +9 · 1 citation
    Computer Science · Physics and Astronomy · #Analysis of PDEs (math.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural Networks and Reservoir Computing
  15. Acceleron: A Tool to Accelerate Research Ideation
    2024/03/07 by Harshit Nigam, Nigam, Harshit, Manasi Patwardhan +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Persona Design and Applications #Text Readability and Simplification #Topic Modeling
  16. PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation
    2021/10/31 by Mrinal Rawat, Rawat, Mrinal, Ramya Hebbalaguppe +3 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling
  17. MIR: Methodology Inspiration Retrieval for Scientific Research Problems
    2025/05/30 by Aniketh Garikaparthi, Manasi Patwardhan, Garikaparthi, Aniketh +8 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  18. CustomText: Customized Textual Image Generation using Diffusion Models
    2024/05/21 by Shubham Paliwal, Arushi Jain, Paliwal, Shubham +7 · 1 citation
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)