Ashwinkumar Ganesan

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 22

Top Topics

Locality Preserving

Multivariate Data

Spatial Relations

Convolutional Neural Networks

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Akshaya Vishnu Kudlu Shanbhogue, Ran Xue, Soumya Saha, Daniel Zhang, Ashwinkumar Ganesan
Improving Low Resource Speech Translation with Data Augmentation and Ensemble Strategies. IWSLT@ACL (2023)
Daniel Zhang, Ashwinkumar Ganesan, Sarah Campbell, Daniel Korzekwa
L2-GEN: A Neural Phoneme Paraphrasing Approach to L2 Speech Synthesis for Mispronunciation Diagnosis. INTERSPEECH (2022)
Daniel Zhang, Jiang Yu, Pragati Verma, Ashwinkumar Ganesan, Sarah Campbell
Improving Machine Translation Formality Control with Weakly-Labelled Data Augmentation and Post Editing Strategies. IWSLT@ACL (2022)
Oleksii Hrinchuk, Vahid Noroozi, Ashwinkumar Ganesan, Sarah Campbell, Sandeep Subramanian, Somshubra Majumdar, Oleksii Kuchaiev
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022. IWSLT@ACL (2022)
Akshay Peshave, Ashwinkumar Ganesan, Tim Oates
Predicting Network Threat Events Using HMM Ensembles. ADMA (2021)
Ashwinkumar Ganesan, Hang Gao, Sunil Gandhi, Edward Raff, Tim Oates, James Holt, Mark McLean
Learning with Holographic Reduced Representations. NeurIPS (2021)
Ashwinkumar Ganesan, Francis Ferraro, Tim Oates
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment. CoRR (2021)
Ashwinkumar Ganesan, Hang Gao, Sunil Gandhi, Edward Raff, Tim Oates, James Holt, Mark McLean
Learning with Holographic Reduced Representations. CoRR (2021)
Ashwinkumar Ganesan, Francis Ferraro, Tim Oates
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment. ACL/IJCNLP (Findings) (2021)
Ashwinkumar Ganesan, Frank Ferraro, Tim Oates
Locality Preserving Loss to Align Vector Spaces. CoRR (2020)
Bharat Prakash, Nicholas R. Waytowich, Ashwinkumar Ganesan, Tim Oates, Tinoosh Mohsenin
Guiding Safe Reinforcement Learning Policies Using Structured Language Constraints. SafeAI@AAAI (2020)
Komal Sharan, Ashwinkumar Ganesan, Tim Oates
Improving Visual Reasoning with Attention Alignment. ISVC (1) (2019)
Ashwinkumar Ganesan, Pooja Parameshwarappa, Akshay Peshave, Zhiyuan Chen, Tim Oates
Extending Signature-based Intrusion Detection Systems WithBayesian Abductive Reasoning. CoRR (2019)
Chi Zhang, Bryan Wilkinson, Ashwinkumar Ganesan, Tim Oates
Determining the Scale of Impact from Denial-of-Service Attacks in Real Time Using Twitter. CoRR (2019)
Ali Jafari, Ashwinkumar Ganesan, Chetan Sai Kumar Thalisetty, Varun Sivasubramanian, Tim Oates, Tinoosh Mohsenin
SensorNet: A Scalable and Low-Power Deep Convolutional Neural Network for Multimodal Data Classification. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2019)
Sandeep Nair Narayanan, Ashwinkumar Ganesan, Karuna P. Joshi, Tim Oates, Anupam Joshi, Tim Finin
Cognitive Techniques for Early Detection of Cybersecurity Events. CoRR (2018)
Sandeep Nair Narayanan, Ashwinkumar Ganesan, Karuna P. Joshi, Tim Oates, Anupam Joshi, Tim Finin
Early Detection of Cybersecurity Threats Using Collaborative Cognition. CIC (2018)
Mandar Haldekar, Ashwinkumar Ganesan, Tim Oates
Identifying Spatial Relations in Images using Convolutional Neural Networks. CoRR (2017)
Prutha Date, Ashwinkumar Ganesan, Tim Oates
Fashioning with Networks: Neural Style Transfer to Design Clothes. CoRR (2017)
Mandar Haldekar, Ashwinkumar Ganesan, Tim Oates
Identifying spatial relations in images using convolutional neural networks. IJCNN (2017)
Ashwinkumar Ganesan, Tim Oates, Matt Schmill
Finding Representative Points in Multivariate Data Using PCA. CoRR (2016)
Ashwinkumar Ganesan, Kianté Brantley, Shimei Pan, Jian Chen
LDAExplore: Visualizing Topic Models Generated Using Latent Dirichlet Allocation. CoRR (2015)
David R. Riley, Karsten B. Sieber, Kelly M. Robinson, James Robert White, Ashwinkumar Ganesan, Syrus Nourbakhsh, Julie C. Dunning Hotopp
Bacteria-Human Somatic Cell Lateral Gene Transfer Is Enriched in Cancer Samples. PLoS Comput. Biol. 9 (6) (2013)