Shreya Saxena - RankMe

26 papers A* 3A 1B 2Journal 10Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ACT: Bridging the Gap in Code Translation through Synthetic Data Generation & Adaptive Training. CoRR Shreya Saxena, Siva Prasad, Zishan Ahmad, Vishal Vaddina
2025	J	`jnl`	Embodied sensorimotor control: computational modeling of the neural control of movement. CoRR Muhammad Noman Almani, John Lazzari, Jeff Walker, Shreya Saxena
2025	J	`jnl`	Learning Mixtures of Linear Dynamical Systems (MoLDS) via Hybrid Tensor-EM Method. CoRR Lulu Gong, Shreya Saxena
2025	A*	`conf`	Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity. ICLR Daiyao Yi, Hao Dong, Michael James Higley, Anne Churchland, Shreya Saxena
2024	A	`conf`	Automated Tailoring of Large Language Models for Industry-Specific Downstream Tasks. WSDM Shreya Saxena, Siva Prasad, Muneeswaran I, Advaith Shankar, Varun V, Saisubramaniam Gopalakrishnan, Vishal Vaddina
2024	A*	`conf`	Inference of Neural Dynamics Using Switching Recurrent Neural Networks. NeurIPS Yongxu Zhang, Shreya Saxena
2024	J	`jnl`	Unsupervised Human Activity Recognition Learning for Disassembly Tasks. IEEE Trans. Ind. Informatics Xinyao Zhang, Daiyao Yi, Sara Behdad, Shreya Saxena
2023	J	`jnl`	Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents. CoRR Shreya Saxena, Raj Sangani, Siva Prasad, Shubham Kumar, Mihir Athale, Rohan Awhad, Vishal Vaddina
2023	J	`jnl`	Minimizing Factual Inconsistency and Hallucination in Large Language Models. CoRR Muneeswaran I, Shreya Saxena, Siva Prasad, Mukkamala Venkata Sai Prakash, Advaith Shankar, Varun V, Vishal Vaddina, Saisubramaniam Gopalakrishnan
2023	—	`conf`	Neural Correlations Across Mice During Spontaneous and Task-Related Behaviors. NER Daiyao Yi, Shreya Saxena
2023	—	`conf`	Region-based conversion of neural activity across sessions. NER Woohyun Eum, Carlton Smith, Shreya Saxena
2022	B	`conf`	Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents. IEEE Big Data Shreya Saxena, Raj Sangani, Siva Prasad, Shubham Kumar, Mihir Athale, Rohan Awhad, Vishal Vaddina
2022	—	`conf`	Modeling the behavior of multiple subjects using a Cauchy-Schwarz regularized Partitioned Subspace Variational AutoEncoder (CS-PS-VAE). EMBC Daiyao Yi, Shreya Saxena
2022	—	`conf`	Recurrent neural networks controlling musculoskeletal models predict motor cortex activity during novel limb movements. EMBC Muhammad Noman Almani, Shreya Saxena
2021	—	`conf`	Uncovering the effect of different brain regions on behavioral classification using recurrent neural networks. EMBC Yongxu Zhang, Catalin Mitelut, Greg Silasi, Federico Bolaños, Nicholas V. Swindale, Timothy Murphy, Shreya Saxena
2020	J	`jnl`	Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data. PLoS Comput. Biol. Shreya Saxena, Ian Kinsella, Simon Musall, Sharon H. Kim, Jozsef Meszaros, David N. Thibodeaux, Carla Kim, John J. Cunningham, Elizabeth M. C. Hillman, Anne Churchland, Liam Paninski
2020	J	`jnl`	Performance Limitations in Sensorimotor Control: Trade-Offs Between Neural Computation and Accuracy in Tracking Fast Movements. Neural Comput. Shreya Saxena, Sridevi V. Sarma, Munther A. Dahleh
2019	A*	`conf`	BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos. NeurIPS Eleanor Batty, Matthew R. Whiteway, Shreya Saxena, Dan Biderman, Taiga Abe, Simon Musall, Winthrop Gillis, Jeffrey E. Markowitz, Anne Churchland, John P. Cunningham, Sandeep R. Datta, Scott W. Linderman, Liam Paninski
2018	J	`jnl`	A Novel Variational Family for Hidden Nonlinear Markov Models. CoRR Daniel Hernández, Antonio Khalil Moretti, Ziqiang Wei, Shreya Saxena, John P. Cunningham, Liam Paninski
2018	—	`conf`	Reconstructing Neural Activity and Kinematics Using a Systems-Level Model of Sensorimotor Control. EMBC Shreya Saxena, Raina D'Aleo, Marc H. Schieber, Munther A. Dahleh, Sridevi V. Sarma
2017	—	`—`	Neural constraints in closed loop. Shreya Saxena
2016	B	`conf`	Weighted Population Code for low power neuromorphic image classification. IJCNN Antonio Jimeno-Yepes, Jianbin Tang, Shreya Saxena, Tobias Brosch, Arnon Amir
2014	—	`conf`	Analyzing the effect of an integrate and fire encoder and decoder in feedback. CDC Shreya Saxena, Munther A. Dahleh
2014	—	`conf`	Real-Time Decoding of an Integrate and Fire Encoder. NIPS Shreya Saxena, Munther A. Dahleh
2012	J	`jnl`	Aggregate Input-Output Models of Neuronal Populations. IEEE Trans. Biomed. Eng. Shreya Saxena, Marc H. Schieber, Nitish V. Thakor, Sridevi V. Sarma
2011	—	`conf`	Modulations in the oscillatory activity of the Globus Pallidus internus neurons during a behavioral task-A point process analysis. EMBC Shreya Saxena, John T. Gale, Emad N. Eskandar, Sridevi V. Sarma