Jain, Anubhav
- Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions
2023/08/28 by Janosh Riebesell, Riebesell, Janosh, Rhys E. A. Goodall +13 · 29 citations
Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #X-ray Diffraction in Crystallography
- Structured information extraction from complex scientific text with fine-tuned large language models
2022/12/10 by Alexander Dunn, John Dagdelen, Dunn, Alexander +13 · 6 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Topic Modeling
- Optimal Band Structure for Thermoelectrics with Realistic Scattering and Bands
2020/10/17 by Park, Junsoo, Xia, Yi, Ozoliņš, Vidvuds +1 · 3 citations
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Classifier-Free Guidance inside the Attraction Basin May Cause Memorization
2024/11/23 by Anubhav Jain, Yuya Kobayashi, Jain, Anubhav +11 · 1 voice · 6 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods #cs.AI #cs.CV #cs.LG
- Text-mined dataset of gold nanoparticle synthesis procedures, morphologies, and size entities
2022/04/21 by Kevin Cruse, Amalie Trewartha, Cruse, Kevin +15 · 3 citations
Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- TraSCE: Trajectory Steering for Concept Erasure
2024/12/10 by Anubhav Jain, Jain, Anubhav, Yuya Kobayashi +11 · 1 voice · 6 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies
- Dictionary Attacks on Speaker Verification
2022/04/24 by Mirko Marras, Paweł Korus, Marras, Mirko +5 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image
2025/04/27 by Anubhav Jain, Jain, Anubhav, Yuya Kobayashi +16 · 1 voice · 5 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
- A Dataless FaceSwap Detection Approach Using Synthetic Images
2022/12/05 by Anubhav Jain, Nasir Memon, Jain, Anubhav +3 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Generative Adversarial Networks and Image Synthesis
- The temperature-dependence of carrier mobility is not a reliable indicator of the dominant scattering mechanism
2022/10/04 by Alex M. Ganose, Ganose, Alex M., Junsoo Park +3 · 1 citation
Materials Science · Physics and Astronomy · #Advanced Thermoelectric Materials and Devices #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Physics of Superconductivity and Magnetism
- Crystal Toolkit: A Web App Framework to Improve Usability and Accessibility of Materials Science Research Algorithms
2023/02/13 by Matthew Horton, Horton, Matthew, Jimmy‐Xuan Shen +43 · 1 citation
Computer Science · Decision Sciences · Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Research Data Management Practices #Scientific Computing and Data Management