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Aaditya Prakash
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2020 – today
- 2023
- [i13]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 abs/2305.02401 (2023) - [i12]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 abs/2306.04527 (2023) - 2022
- [c17]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 - [i11]Syed Ashar Javed, Dinkar Juyal, Zahil Shanis, Shreya Chakraborty, Harsha Pokkalla, Aaditya Prakash:
Rethinking Machine Learning Model Evaluation in Pathology. CoRR abs/2204.05205 (2022) - [i10]Syed Ashar Javed, Dinkar Juyal, Harshith Padigela, Amaro Taylor-Weiner, Limin Yu, Aaditya Prakash:
Additive MIL: Intrinsic Interpretability for Pathology. CoRR abs/2206.01794 (2022)
2010 – 2019
- 2019
- [c16]Aaditya Prakash, James A. Storer, Dinei A. F. Florêncio, Cha Zhang:
RePr: Improved Training of Convolutional Filters. CVPR 2019: 10666-10675 - [c15]Solomon Garber, Aaditya Prakash, Ryan Marcus, Antonella DiLillo, James A. Storer:
Compact Representations of Dynamic Video Background Using Motion Sprites. DCC 2019: 438-447 - 2018
- [c14]Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer:
Deflecting Adversarial Attacks With Pixel Deflection. CVPR 2018: 8571-8580 - [c13]Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer:
Protecting JPEG Images Against Adversarial Attacks. DCC 2018: 137-146 - [c12]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: 1460-1469 - [i9]Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer:
Deflecting Adversarial Attacks with Pixel Deflection. CoRR abs/1801.08926 (2018) - [i8]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 abs/1802.05577 (2018) - [i7]Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer:
Protecting JPEG Images Against Adversarial Attacks. CoRR abs/1803.00940 (2018) - [i6]Aaditya Prakash, James A. Storer, Dinei A. F. Florêncio, Cha Zhang:
RePr: Improved Training of Convolutional Filters. CoRR abs/1811.07275 (2018) - 2017
- [c11]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: 3274-3280 - [c10]Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer:
Semantic Perceptual Image Compression Using Deep Convolution Networks. DCC 2017: 250-259 - [c9]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: 1-9 - [c8]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 - [c7]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 - [c6]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: 705-714 - 2016
- [c5]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: 42-53 - [c4]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: 2923-2934 - [c3]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 - [c2]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 - [c1]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 - [i5]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 abs/1610.03098 (2016) - [i4]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 abs/1612.01848 (2016) - [i3]Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer:
Semantic Perceptual Image Compression using Deep Convolution Networks. CoRR abs/1612.08712 (2016) - 2013
- [i2]Aaditya Prakash:
Reconstructing Self Organizing Maps as Spider Graphs for better visual interpretation of large unstructured datasets. CoRR abs/1301.0289 (2013) - 2012
- [i1]Aaditya Prakash:
Measures of Fault Tolerance in Distributed Simulated Annealing. CoRR abs/1212.3295 (2012)
Coauthor Index
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