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Ashwinkumar Ganesan
Ashwinkumar Ganesan
Research Scientist @ Alexa AI, PhD @ UMBC
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Year
Bacteria-human somatic cell lateral gene transfer is enriched in cancer samples
DR Riley, KB Sieber, KM Robinson, JR White, A Ganesan, S Nourbakhsh, ...
PLoS computational biology 9 (6), e1003107, 2013
1532013
SensorNet: A Scalable and Low-Power Deep Convolutional Neural Network for Multimodal Data Classification
A Jafari, A Ganesan, CSK Thalisetty, V Sivasubramanian, T Oates, ...
IEEE Transactions on Circuits and Systems I: Regular Papers, 1-14, 2018
672018
Early detection of cybersecurity threats using collaborative cognition
SN Narayanan, A Ganesan, K Joshi, T Oates, A Joshi, T Finin
2018 IEEE 4th international conference on collaboration and internet …, 2018
56*2018
Extending Signature-based Intrusion Detection Systems With Bayesian Abductive Reasoning
A Ganesan, P Parameshwarappa, A Peshave, Z Chen, T Oates
DYnamic and Novel Advances in Machine Learning and Intelligent Cyber …, 2019
26*2019
Identifying Spatial Relations in Images using Convolutional Neural Networks
M Haldekar, A Ganesan, T Oates
arXiv preprint arXiv:1706.04215, 2017
262017
LDAExplore: Visualizing Topic Models Generated Using Latent Dirichlet Allocation
A Ganesan, K Brantley, S Pan, J Chen
Textvis Workshop - Intelligent User Interfaces (IUI) 2015, 7, 2015
262015
Fashioning with networks: neural style transfer to design clothes
P Date, A Ganesan, T Oates
242017
Book Chapter
HA Rashid, H Ren, AN Mazumder, MM Sajadi, T Mohsenin, M Khatwani, ...
IEEE Photonics Journal 6 (2), 1-11, 2014
222014
Guiding Safe Reinforcement Learning Policies Using Structured Language Constraints
B Prakash, N Waytowich, A Ganesan, T Oates, T Mohsenin
2nd Workshop on SafeAI @ AAAI, 2020
112020
Learning with Holographic Reduced Representations
A Ganesan, H Gao, S Gandhi, E Raff, T Oates, J Holt, M McLean
Advances in Neural Information Processing Systems 34, 25606-25620, 2021
62021
Improving visual reasoning with attention alignment
K Sharan, A Ganesan, T Oates
International Symposium on Visual Computing, 219-230, 2019
32019
Learning a reversible embedding mapping using bi-directional manifold alignment
A Ganesan, F Ferraro, T Oates
arXiv preprint arXiv:2107.00124, 2021
22021
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022
O Hrinchuk, V Noroozi, A Ganesan, S Campbell, S Subramanian, ...
Proceedings of the 19th International Conference on Spoken Language …, 2022
12022
Improving Machine Translation Formality Control with Weakly-Labelled Data Augmentation and Post Editing Strategies
D Zhang, J Yu, P Verma, A Ganesan, S Campbell
Proceedings of the 19th International Conference on Spoken Language …, 2022
12022
L2-GEN: A Neural Phoneme Paraphrasing Approach to L2 Speech Synthesis for Mispronunciation Diagnosis
D Zhang, A Ganesan, S Campbell, D Korzekwa, AA AI
Proc. Interspeech 2022, 4317-4321, 2022
12022
Locality Preserving Loss: Neighbors that Live together, Align together
A Ganesan, F Ferraro, T Oates
AdaptNPT: The Second Workshop on Domain Adaptation for NLP at EACL, 2021
12021
Finding Representative Points in Multivariate Data Using PCA
A Ganesan, T Oates, M Schmill
arXiv preprint arXiv:1610.05819, 2016
12016
Predicting Network Threat Events Using HMM Ensembles
A Peshave, A Ganesan, T Oates
International Conference on Advanced Data Mining and Applications, 229-240, 2022
2022
Supervised Training Strategies for Low Resource Language Processing
A Ganesan
UMBC Student Collection, 2020
2020
Determining the Scale of Impact from Denial-of-Service Attacks in Real Time Using Twitter
C Zhang, B Wilkinson, A Ganesan, T Oates
DYnamic and Novel Advances in Machine Learning and Intelligent Cyber …, 2019
2019
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