Aaditya Prakash

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 28

Top Topics

Question Answering

Textual Features

Compact Representations

Top Venues

Publications

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
Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology. CoRR (2023)
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
ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis. CoRR (2023)
Syed Ashar Javed, Dinkar Juyal, Harshith Padigela, Amaro Taylor-Weiner, Limin Yu, Aaditya Prakash
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology. NeurIPS (2022)
Syed Ashar Javed, Dinkar Juyal, Zahil Shanis, Shreya Chakraborty, Harsha Pokkalla, Aaditya Prakash
Rethinking Machine Learning Model Evaluation in Pathology. CoRR (2022)
Syed Ashar Javed, Dinkar Juyal, Harshith Padigela, Amaro Taylor-Weiner, Limin Yu, Aaditya Prakash
Additive MIL: Intrinsic Interpretability for Pathology. CoRR (2022)
Aaditya Prakash, James A. Storer, Dinei A. F. Florêncio, Cha Zhang
RePr: Improved Training of Convolutional Filters. CVPR (2019)
Solomon Garber, Aaditya Prakash, Ryan C. Marcus, Antonella DiLillo, James A. Storer
Compact Representations of Dynamic Video Background Using Motion Sprites. DCC (2019)
Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. NAACL-HLT (2018)
Aaditya Prakash, James A. Storer, Dinei A. F. Florêncio, Cha Zhang
RePr: Improved Training of Convolutional Filters. CoRR (2018)
Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
Deflecting Adversarial Attacks With Pixel Deflection. CVPR (2018)
Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
Deflecting Adversarial Attacks with Pixel Deflection. CoRR (2018)
Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. CoRR (2018)
Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
Protecting JPEG Images Against Adversarial Attacks. DCC (2018)
Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
Protecting JPEG Images Against Adversarial Attacks. CoRR (2018)
Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
Semantic Perceptual Image Compression Using Deep Convolution Networks. DCC (2017)
Kathy Lee, Ashequl Qadir, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Joey Liu, Oladimeji Farri
Adverse Drug Event Detection in Tweets with Semi-Supervised Convolutional Neural Networks. WWW (2017)
Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri
Condensed Memory Networks for Clinical Diagnostic Inferencing. AAAI (2017)
Kathy Lee, Ashequl Qadir, Yuan Ling, Joey Liu, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri
Recognizing Tweet Relevance with Profile-specific and Profile-independent Supervised Models. TREC (2017)
Vivek V. Datla, Tilak Raj Arora, Joey Liu, Viraj Adduru, Sadid A. Hasan, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Oladimeji Farri
Open domain real-time question answering based on asynchronous multiperspective context-driven retrieval and neural paraphrasing. TREC (2017)
Solomon E. Garber, Aaditya Prakash, Nick Moran, Maria Altebarmakian, Richard Alterman, Antonella Di Lillo, James A. Storer
A two tier approach to chalkboard video lecture summary. FIE (2017)
Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri
Neural Paraphrase Generation with Stacked Residual LSTM Networks. COLING (2016)
Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
Semantic Perceptual Image Compression using Deep Convolution Networks. CoRR (2016)
Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri
Neural Paraphrase Generation with Stacked Residual LSTM Networks. CoRR (2016)
Vivek V. Datla, Sadid A. Hasan, Joey Liu, Yassine Benajiba, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri
Open Domain Real-Time Question Answering Based on Semantic and Syntactic Question Similarity. TREC (2016)
Sadid A. Hasan, Siyuan Zhao, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri
Clinical Question Answering using Key-Value Memory Networks and Knowledge Graph. TREC (2016)
Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri
Condensed Memory Networks for Clinical Diagnostic Inferencing. CoRR (2016)
Kathy Lee, Ashequl Qadir, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Aaditya Prakash, Oladimeji Farri
Assorted Textual Features and Dynamic Push Strategies for Real-time Tweet Notification. TREC (2016)
Sadid A. Hasan, Bo Liu, Joey Liu, Ashequl Qadir, Kathy Lee, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri
Neural Clinical Paraphrase Generation with Attention. ClinicalNLP@COLING 2016 (2016)
Aaditya Prakash
Reconstructing Self Organizing Maps as Spider Graphs for better visual interpretation of large unstructured datasets CoRR (2013)
Aaditya Prakash
Measures of Fault Tolerance in Distributed Simulated Annealing CoRR (2012)