Panigrahi, Siba Smarak

1. SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models
   2025/02/05 by Daniel Lévy, Levy, Daniel, Siba Smarak Panigrahi +13 · 23 citations
   Materials Science · #Crystallization and Solubility Studies #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
2. Equivariant Adaptation of Large Pretrained Models
   2023/10/02 by Arnab Kumar Mondal, Mondal, Arnab Kumar, Siba Smarak Panigrahi +7 · 7 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Neural Networks and Applications
3. Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching
   2021/10/24 by Kapadnis, Manav Nitin, Patnaik, Sohan, Panigrahi, Siba Smarak +2 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Efficient Dynamics Modeling in Interactive Environments with Koopman Theory
   2023/06/20 by Arnab Mondal, Mondal, Arnab Kumar, Siba Smarak Panigrahi +7 · 4 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
5. Improved Canonicalization for Model Agnostic Equivariance
   2024/05/23 by Siba Smarak Panigrahi, Arnab Kumar Mondal, Panigrahi, Siba Smarak +1 · 4 citations
   Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)