Karpatne, Anuj

16 publications

TMLR 2026 Investigating a Model-Agnostic and Imputation-Free Approach for Irregularly-Sampled Multivariate Time-Series Modeling Abhilash Neog, Arka Daw, Sepideh Fatemi, Medha Sawhney, Aanish Pradhan, Mary E. Lofton, Bennett J. McAfee, Adrienne Breef-Pilz, Heather L. Wander, Dexter W Howard, Cayelan C. Carey, Paul Hanson, Anuj Karpatne

ICLR 2025 A Unified Framework for Forward and Inverse Problems in Subsurface Imaging Using Latent Space Translations Naveen Gupta, Medha Sawhney, Arka Daw, Youzuo Lin, Anuj Karpatne

CVPR 2025 Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab, M. Maruf, Arka Daw, Abhilash Neog, Harish Babu Manogaran, Mridul Khurana, Zhenyang Feng, Bahadir Altintas, Yasin Bakis, Elizabeth G Campolongo, Matthew J Thompson, Xiaojun Wang, Hilmar Lapp, Tanya Berger-Wolf, Paula Mabee, Henry Bart, Wei-Lun Chao, Wasila M Dahdul, Anuj Karpatne

CVPR 2025 Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis Arpita Chowdhury, Dipanjyoti Paul, Zheda Mai, Jianyang Gu, Ziheng Zhang, Kazi Sajeed Mehrab, Elizabeth G. Campolongo, Daniel Rubenstein, Charles V. Stewart, Anuj Karpatne, Tanya Berger-Wolf, Yu Su, Wei-Lun Chao

ICCV 2025 TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation Amin Karimi Monsefi, Mridul Khurana, Rajiv Ramnath, Anuj Karpatne, Wei-Lun Chao, Cheng Zhang

ICLRW 2025 VirProBERT: A Sequence Language Model for Predicting Viral Hosts Blessy Antony, Maryam Haghani, Anuj Karpatne, T. Murali

ICLR 2025 What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits Harish Babu Manogaran, M. Maruf, Arka Daw, Kazi Sajeed Mehrab, Caleb Patrick Charpentier, Josef Uyeda, Wasila M Dahdul, Matthew J Thompson, Elizabeth G Campolongo, Kaiya L Provost, Wei-Lun Chao, Tanya Berger-Wolf, Paula Mabee, Hilmar Lapp, Anuj Karpatne

ICLR 2024 A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis Dipanjyoti Paul, Arpita Chowdhury, Xinqi Xiong, Feng-Ju Chang, David Edward Carlyn, Samuel Stevens, Kaiya L Provost, Anuj Karpatne, Bryan Carstens, Daniel Rubenstein, Charles Stewart, Tanya Berger-Wolf, Yu Su, Wei-Lun Chao

ECCV 2024 Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution Mridul Khurana, Arka Daw, M. Maruf, Josef C. Uyeda, Wasila Dahdul, Caleb Charpentier, Yasin Bakış, Henry L. Bart Jr., Paula M. Mabee, Hilmar Lapp, James P. Balhoff, Wei-Lun Chao, Charles Stewart, Tanya Berger-Wolf, Anuj Karpatne

NeurIPSW 2024 Masking the Gaps: An Imputation-Free Approach to Time Series Modeling with Missing Data Abhilash Neog, Arka Daw, Sepideh Fatemi Khorasgani, Anuj Karpatne

ICML 2024 Neuro-Visualizer: A Novel Auto-Encoder-Based Loss Landscape Visualization Method with an Application in Knowledge-Guided Machine Learning Mohannad Elhamod, Anuj Karpatne

NeurIPS 2024 VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images M. Maruf, Arka Daw, Kazi Sajeed Mehrab, Harish Babu Manogaran, Abhilash Neog, Medha Sawhney, Mridul Khurana, James P. Balhoff, Yasin Bakış, Bahadir Altintas, Matthew J Thompson, Elizabeth G Campolongo, Josef C. Uyeda, Hilmar Lapp, Henry L. Bart Jr., Paula M. Mabee, Yu Su, Wei-Lun Chao, Charles Stewart, Tanya Berger-Wolf, Wasila Dahdul, Anuj Karpatne

ICML 2023 Mitigating Propagation Failures in Physics-Informed Neural Networks Using Retain-Resample-Release (r3) Sampling Arka Daw, Jie Bu, Sifan Wang, Paris Perdikaris, Anuj Karpatne

NeurIPSW 2022 Knowledge-Guided Transfer Learning for Modeling Subsurface Phenomena Under Data Paucity Nikhil Muralidhar, Nicholas Lubbers, Mohamed Mehana, Naren Ramakrishnan, Anuj Karpatne

NeurIPS 2021 Learning Compact Representations of Neural Networks Using DiscriminAtive Masking (DAM) Jie Bu, Arka Daw, M. Maruf, Anuj Karpatne

IJCAI 2019 Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring Xiaowei Jia, Mengdie Wang, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar