Aaditya Prakash

31 papers A* 5B 4C 1Journal 13Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	ContriMix: Scalable stain color augmentation for domain generalization without domain labels in digital pathology. COMPAY@MICCAI Tan H. Nguyen, Dinkar Juyal, Jin Li, Aaditya Prakash, Shima Nofallah, Chintan Shah, Sai Chowdary Gullapally, Limin Yu, Michael Griffin, Anand Sampat, John Abel, Justin Lee, Amaro Taylor-Weiner
2023	J	`jnl`	ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis. CoRR 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
2023	J	`jnl`	Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology. CoRR 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
2022	J	`jnl`	Additive MIL: Intrinsic Interpretability for Pathology. CoRR Syed Ashar Javed, Dinkar Juyal, Harshith Padigela, Amaro Taylor-Weiner, Limin Yu, Aaditya Prakash
2022	A*	`conf`	Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology. NeurIPS Syed Ashar Javed, Dinkar Juyal, Harshith Padigela, Amaro Taylor-Weiner, Limin Yu, Aaditya Prakash
2022	J	`jnl`	Rethinking Machine Learning Model Evaluation in Pathology. CoRR Syed Ashar Javed, Dinkar Juyal, Zahil Shanis, Shreya Chakraborty, Harsha Pokkalla, Aaditya Prakash
2019	B	`conf`	Compact Representations of Dynamic Video Background Using Motion Sprites. DCC Solomon Garber, Aaditya Prakash, Ryan Marcus, Antonella DiLillo, James A. Storer
2019	A*	`conf`	RePr: Improved Training of Convolutional Filters. CVPR Aaditya Prakash, James A. Storer, Dinei A. F. Florêncio, Cha Zhang
2018	—	`conf`	DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. NAACL-HLT Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri
2018	J	`jnl`	DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. CoRR Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri
2018	A*	`conf`	Deflecting Adversarial Attacks With Pixel Deflection. CVPR Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
2018	J	`jnl`	Deflecting Adversarial Attacks with Pixel Deflection. CoRR Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
2018	B	`conf`	Protecting JPEG Images Against Adversarial Attacks. DCC Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
2018	J	`jnl`	Protecting JPEG Images Against Adversarial Attacks. CoRR Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
2018	J	`jnl`	RePr: Improved Training of Convolutional Filters. CoRR Aaditya Prakash, James A. Storer, Dinei A. F. Florêncio, Cha Zhang
2017	C	`conf`	A two tier approach to chalkboard video lecture summary. FIE Solomon E. Garber, Aaditya Prakash, Nick Moran, Maria Altebarmakian, Richard Alterman, Antonella Di Lillo, James A. Storer
2017	A*	`conf`	Adverse Drug Event Detection in Tweets with Semi-Supervised Convolutional Neural Networks. WWW Kathy Lee, Ashequl Qadir, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Joey Liu, Oladimeji Farri
2017	A*	`conf`	Condensed Memory Networks for Clinical Diagnostic Inferencing. AAAI Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri
2017	—	`conf`	Open domain real-time question answering based on asynchronous multiperspective context-driven retrieval and neural paraphrasing. TREC Vivek V. Datla, Tilak Raj Arora, Joey Liu, Viraj Adduru, Sadid A. Hasan, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Oladimeji Farri
2017	—	`conf`	Recognizing Tweet Relevance with Profile-specific and Profile-independent Supervised Models. TREC Kathy Lee, Ashequl Qadir, Yuan Ling, Joey Liu, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri
2017	B	`conf`	Semantic Perceptual Image Compression Using Deep Convolution Networks. DCC Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
2016	—	`conf`	Assorted Textual Features and Dynamic Push Strategies for Real-time Tweet Notification. TREC Kathy Lee, Ashequl Qadir, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Aaditya Prakash, Oladimeji Farri
2016	—	`conf`	Clinical Question Answering using Key-Value Memory Networks and Knowledge Graph. TREC Sadid A. Hasan, Siyuan Zhao, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri
2016	J	`jnl`	Condensed Memory Networks for Clinical Diagnostic Inferencing. CoRR Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri
2016	—	`conf`	Neural Clinical Paraphrase Generation with Attention. ClinicalNLP@COLING 2016 Sadid A. Hasan, Bo Liu, Joey Liu, Ashequl Qadir, Kathy Lee, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri
2016	B	`conf`	Neural Paraphrase Generation with Stacked Residual LSTM Networks. COLING Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri
2016	J	`jnl`	Neural Paraphrase Generation with Stacked Residual LSTM Networks. CoRR Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri
2016	—	`conf`	Open Domain Real-Time Question Answering Based on Semantic and Syntactic Question Similarity. TREC Vivek V. Datla, Sadid A. Hasan, Joey Liu, Yassine Benajiba, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri
2016	J	`jnl`	Semantic Perceptual Image Compression using Deep Convolution Networks. CoRR Aaditya Prakash, Nick Moran, Solomon Garber, Antonella DiLillo, James A. Storer
2013	J	`jnl`	Reconstructing Self Organizing Maps as Spider Graphs for better visual interpretation of large unstructured datasets CoRR Aaditya Prakash
2012	J	`jnl`	Measures of Fault Tolerance in Distributed Simulated Annealing CoRR Aaditya Prakash