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Abhishek Kumar

  1. Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
    2023/12/11 by Avi Singh, John D. Co-Reyes, Singh, Avi +76 · 38 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  2. BlockDrop: Dynamic Inference Paths in Residual Networks
    2017/11/22 by Zuxuan Wu, Wu, Zuxuan, Tushar Nagarajan +13 · 1 voice · 6 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
  3. Small-scale proxies for large-scale Transformer training instabilities
    2023/09/25 by Mitchell Wortsman, Wortsman, Mitchell, Peter J. Liu +29 · 28 citations
    Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
  4. The Riemannian Geometry of Deep Generative Models
    2017/11/21 by Hang Shao, Abhishek Kumar, Shao, Hang +3 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis
  5. Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification
    2016/11/16 by Yongxi Lu, Abhishek Kumar, Lu, Yongxi +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  6. Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion
    2023/12/01 by Litu Rout, Yujia Chen, Rout, Litu +9 · 11 citations
    Mathematics · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical methods in inverse problems #Radiomics and Machine Learning in Medical Imaging #Statistical Methods and Inference
  7. SpotTune: Transfer Learning through Adaptive Fine-tuning
    2018/11/21 by Yunhui Guo, Guo, Yunhui, Abhishek Kumar +8 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  8. Co-regularized Alignment for Unsupervised Domain Adaptation
    2018/11/13 by Abhishek Kumar, Kumar, Abhishek, Prasanna Sattigeri +10 · 7 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. The Amazon Nova Family of Models: Technical Report and Model Card
    2025/03/17 by Amazon AGI, AGI, Amazon, Langford, Aaron +867 · 18 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
  10. Towards Last-layer Retraining for Group Robustness with Fewer Annotations
    2023/09/15 by Tyler LaBonte, Vidya Muthukumar, LaBonte, Tyler +3 · 7 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  11. Early Weight Averaging meets High Learning Rates for LLM Pre-training
    2023/06/05 by Sunny Sanyal, Sanyal, Sunny, Neerkaje, Atula +6 · 5 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 #Text Readability and Simplification #Topic Modeling
  12. Score-based Causal Representation Learning: Linear and General Transformations
    2024/02/01 by Burak Varıcı, Emre Acartürk, Varıcı, Burak +6 · 7 citations
    Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. Confidence Under the Hood: An Investigation into the Confidence-Probability Alignment in Large Language Models
    2024/05/25 by Abhishek Kumar, Kumar, Abhishek, Robert Morabito +7 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  14. Wanda++: Pruning Large Language Models via Regional Gradients
    2025/03/06 by Yifan Yang, Kai Zhen, Yang, Yifan +24 · 7 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 #Speech Recognition and Synthesis #Topic Modeling
  15. Near-separable Non-negative Matrix Factorization with ℓ1- and Bregman Loss Functions
    2013/12/27 by Abhishek Kumar, Vikas Sindhwani, Kumar, Abhishek +1 · 1 citation
    Computer Science · Engineering · #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
  16. Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search\n Auctions
    2020/02/26 by Abhishek Kumar, Abhishek, Kumar, Shweta Jain +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems
  17. New Particles Working Group Report of the Snowmass 2013 Community Summer Study
    2013/11/01 by Y. Gershtein, Gershtein, Y., Markus A. Luty +186 · 3 citations
    Physics and Astronomy · #Dark Matter and Cosmic Phenomena #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
  18. Regularized Autoencoders via Relaxed Injective Probability Flow
    2020/02/20 by Abhishek Kumar, Kumar, Abhishek, Ben Poole +3 · 1 citation
    Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  19. Large Language Model Based Multi-Agent System Augmented Complex Event Processing Pipeline for Internet of Multimedia Things
    2025/01/01 by Talha Zeeshan, Abhishek Kumar, Zeeshan, Talha +5 · 3 citations
    Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Multimedia (cs.MM)
  20. SenGen: Sentence Generating Neural Variational Topic Model
    2017/08/01 by Ramesh Nallapati, Igor Melnyk, Nallapati, Ramesh +5 · 1 citation
    Computer Science · Social Sciences · #Topic Modeling #Advanced Text Analysis Techniques #Computational and Text Analysis Methods
  21. Constrained Instance and Class Reweighting for Robust Learning under Label Noise
    2021/11/09 by Abhishek Kumar, Kumar, Abhishek, Ehsan Amid +1 · 1 citation
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  22. LLMs as Evaluators: A Novel Approach to Evaluate Bug Report Summarization
    2024/09/01 by Abhishek Kumar, Kumar, Abhishek, Sonia Haiduc +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
  23. Learning measurement-induced phase transitions using attention
    2025/08/21 by Hyejin Kim, Abhishek Kumar, Kim, Hyejin +10 · 1 voice · 4 citations
    Computer Science · Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Quantum many-body systems #quant-ph
  24. Efficient Human Pose Estimation: Leveraging Advanced Techniques with MediaPipe
    2024/06/21 by Sandeep Singh Sengar, Abhishek Kumar, Sengar, Sandeep Singh +3 · 1 citation
    Computer Science · Engineering · #Human Pose and Action Recognition #Gait Recognition and Analysis #Anomaly Detection Techniques and Applications
  25. Data- and code-archiving in the British Ecological Society journals: present status and recommendations for future improvements
    2026/03/08 by Natalie Cooper, Bethany Allen, Nour Almaani +97 · 2 voices
    Computer Science · Decision Sciences · Earth and Planetary Sciences · #Research Data Management Practices #Scientific Computing and Data Management #Environmental Monitoring and Data Management
  26. Aging of microplastics increases their adsorption affinity towards organic contaminants
    2022/03/08 by Kartik Bhagat, Ana C. Barrios, Kimya Rajwade +5 · 1 citation
    Environmental Science · #Microplastics and Plastic Pollution #Recycling and Waste Management Techniques #Effects and risks of endocrine disrupting chemicals
  27. Revisiting Algorithms, Tools, and Applications for Sequence and Phylogenetic Analyses in the NGS-Based Omics Era
    2026/07/24 by Alisha Kumar, Abhishek Kumar, Tikam Chand Dakal +7 · 1 voice
    Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Cancer Genomics and Diagnostics #Genomics and Phylogenetic Studies #Scientific Computing and Data Management
  28. Harnessing Native Chromium Oxidation for Giant Orbital Torque and Field-Free Magnetization Switching in NiFe/Cr Bilayers
    2026/07/29 by Chirag Kalouni, Abhishek Kumar, Manish Kumar Mohanta +6
    Physics and Astronomy · #cond-mat.mes-hall #cond-mat.mtrl-sci
  29. Reliability of Entropy-Based Telemetry Discharge Estimates in the Himalayan Rivers: A Comparative Study with ADCP and Current Meter
    2026/07/29 by Abhishek Kumar, Manoj Kumar Jain
  30. LinkRank: A Learning-to-Rank Framework for One-to-Many Issue-Commit Traceability
    2026/07/26 by Abhishek Kumar, Tuhin Mondal, Partha Pratim Das +1
    #cs.SE
  31. Annealing-enhanced spin-orbit effects in non-centrosymmetric superconducting NbRe films
    2026/07/21 by Zahra Makhdoumi Kakhaki, Yuriy Yerin, Francesco Avitabile +5
    #cond-mat.supr-con
  32. Element-Specific Visualization of Layer-Parity and Twist-Dependent Magnetism in CrSBr
    2026/07/28 by Aalok Tiwari, Shubhada Patil, Ravi Kumar Bandapelli +16
    #cond-mat.mes-hall #cond-mat.mtrl-sci