Sudarshan Babu

15 papers A* 5C 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cell-JEPA: Latent Representation Learning for Single-Cell Transcriptomics.
CoRR
Ali ElSheikh, Rui-Xi Wang, Weimin Wu, Yibo Wen, Payam Dibaeinia, Jennifer Yuntong Zhang, Jerry Yao-Chieh Hu, Mei Knudson, Sudarshan Babu, Shao-Hua Sun, Aly A. Khan, Han Liu
2025 J jnl
Acquiring and Adapting Priors for Novel Tasks via Neural Meta-Architectures.
CoRR
Sudarshan Babu
2025 J jnl
HyperDiffusionFields (HyDiF): Diffusion-Guided Hypernetworks for Learning Implicit Molecular Neural Fields.
CoRR
Sudarshan Babu, Phillip Lo, Xiao Zhang, Aadi Srivastava, Ali Davariashtiyani, Jason Perera, Michael Maire, Aly A. Khan
2025 J jnl
Scalable Single-Cell Gene Expression Generation with Latent Diffusion Models.
CoRR
Giovanni Palla, Sudarshan Babu, Payam Dibaeinia, James D. Pearce, Donghui Li, Aly A. Khan, Theofanis Karaletsos, Jakub M. Tomczak
2024 A* conf
HyperFields: Towards Zero-Shot Generation of NeRFs from Text.
ICML
Sudarshan Babu, Richard Liu, Avery Zhou, Michael Maire, Greg Shakhnarovich, Rana Hanocka
2024 A* conf
iSeg: Interactive 3D Segmentation via Interactive Attention.
SIGGRAPH Asia
Itai Lang, Fei Xu, Dale Decatur, Sudarshan Babu, Rana Hanocka
2024 J jnl
iSeg: Interactive 3D Segmentation via Interactive Attention.
CoRR
Itai Lang, Fei Xu, Dale Decatur, Sudarshan Babu, Rana Hanocka
2023 J jnl
HyperFields: Towards Zero-Shot Generation of NeRFs from Text.
CoRR
Sudarshan Babu, Richard Liu, Avery Zhou, Michael Maire, Greg Shakhnarovich, Rana Hanocka
2021 A* conf
Domain-Independent Dominance of Adaptive Methods.
CVPR
Pedro Savarese, David McAllester, Sudarshan Babu, Michael Maire
2021 A* conf
Meta-Learning via Learning with Distributed Memory.
NeurIPS
Sudarshan Babu, Pedro Savarese, Michael Maire
2019 J jnl
Domain-independent Dominance of Adaptive Methods.
CoRR
Pedro Savarese, David McAllester, Sudarshan Babu, Michael Maire
2019 J jnl
Scalable K-Medoids via True Error Bound and Familywise Bandits.
CoRR
Aravindakshan Babu, Saurabh Agarwal, Sudarshan Babu, Hariharan Chandrasekaran
2016 A* conf
A Novel Sparsity Based Classification Framework to Exploit Clusters in Data.
ICDM
Sudarshan Babu
2016 C conf
Ensembling Sparse Representation Classifiers through Layers of Support Vector Machines.
ICMLA
Sudarshan Babu, Vikaasa Ramdas
2015 — conf
Offline Writer Identification in Tamil Using Bagged Classification Trees.
MLDM
Sudarshan Babu