Aaditya Prakash

According to our database, Aaditya Prakash authored at least 23 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis.

Tan H. Nguyen, Dinkar Juyal, Jin Li, Aaditya Prakash, Shima Nofallah, Chintan Shah, Sai Chowdary Gullapally, Michael Griffin, Anand Sampat, John Abel, Justin Lee, Amaro Taylor-Weiner

CoRR, 2023

Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology.

Sai Chowdary Gullapally, Yibo Zhang, Nitin Kumar Mittal, Deeksha Kartik, Sandhya Srinivasan, Kevin Rose, Daniel Shenker, Dinkar Juyal, Harshith Padigela, Raymond Biju, Victor Minden, Chirag Maheshwari, Marc Thibault, Zvi Goldstein, Luke Novak, Nidhi Chandra, Justin Lee, Aaditya Prakash, Chintan Shah, John Abel, Darren Fahy, Amaro Taylor-Weiner, Anand Sampat

CoRR, 2023

2022

Additive MIL: Intrinsic Interpretability for Pathology.

Syed Ashar Javed, Dinkar Juyal, Harshith Padigela, Amaro Taylor-Weiner, Limin Yu, Aaditya Prakash

CoRR, 2022

Rethinking Machine Learning Model Evaluation in Pathology.

Syed Ashar Javed, Dinkar Juyal, Zahil Shanis, Shreya Chakraborty, Harsha Pokkalla, Aaditya Prakash

CoRR, 2022

Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology.

Syed Ashar Javed, Dinkar Juyal, Harshith Padigela, Amaro Taylor-Weiner, Limin Yu, Aaditya Prakash

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2019

Compact Representations of Dynamic Video Background Using Motion Sprites.

Solomon Garber, Aaditya Prakash, Ryan Marcus, Antonella DiLillo, James A. Storer

Proceedings of the Data Compression Conference, 2019

RePr: Improved Training of Convolutional Filters.

Aaditya Prakash, James A. Storer, Dinei A. F. Florêncio, Cha Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference.

Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Protecting JPEG Images Against Adversarial Attacks.

Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer

Proceedings of the 2018 Data Compression Conference, 2018

Deflecting Adversarial Attacks With Pixel Deflection.

Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Adverse Drug Event Detection in Tweets with Semi-Supervised Convolutional Neural Networks.

Kathy Lee, Ashequl Qadir, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Joey Liu, Oladimeji Farri

Proceedings of the 26th International Conference on World Wide Web, 2017

Recognizing Tweet Relevance with Profile-specific and Profile-independent Supervised Models.

Kathy Lee, Ashequl Qadir, Yuan Ling, Joey Liu, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri

Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Open domain real-time question answering based on asynchronous multiperspective context-driven retrieval and neural paraphrasing.

Vivek V. Datla, Tilak Raj Arora, Joey Liu, Viraj Adduru, Sadid A. Hasan, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Oladimeji Farri

Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

A two tier approach to chalkboard video lecture summary.

Solomon E. Garber, Aaditya Prakash, Nick Moran, Maria Altebarmakian, Richard Alterman, Antonella Di Lillo, James A. Storer

Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Semantic Perceptual Image Compression Using Deep Convolution Networks.

Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer

Proceedings of the 2017 Data Compression Conference, 2017

Condensed Memory Networks for Clinical Diagnostic Inferencing.

Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Assorted Textual Features and Dynamic Push Strategies for Real-time Tweet Notification.

Kathy Lee, Ashequl Qadir, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Aaditya Prakash, Oladimeji Farri

Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Clinical Question Answering using Key-Value Memory Networks and Knowledge Graph.

Sadid A. Hasan, Siyuan Zhao, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri

Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Open Domain Real-Time Question Answering Based on Semantic and Syntactic Question Similarity.

Vivek V. Datla, Sadid A. Hasan, Joey Liu, Yassine Benajiba, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri

Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Neural Paraphrase Generation with Stacked Residual LSTM Networks.

Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri

Proceedings of the COLING 2016, 2016

Neural Clinical Paraphrase Generation with Attention.

Sadid A. Hasan, Bo Liu, Joey Liu, Ashequl Qadir, Kathy Lee, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri

Proceedings of the Clinical Natural Language Processing Workshop, 2016

2013

Reconstructing Self Organizing Maps as Spider Graphs for better visual interpretation of large unstructured datasets

Aaditya Prakash

CoRR, 2013

2012

Measures of Fault Tolerance in Distributed Simulated Annealing

Aaditya Prakash

CoRR, 2012