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ORCIDRoland Fernandez
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2020 – today
- 2023
[c10]Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao:
Differentiable Tree Operations Promote Compositional Generalization. ICML 2023: 32499-32520- [i11]Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao:
Differentiable Tree Operations Promote Compositional Generalization. CoRR abs/2306.00751 (2023) - [i10]Yuntian Deng, Kiran Prasad, Roland Fernandez, Paul Smolensky, Vishrav Chaudhary, Stuart M. Shieber:
Implicit Chain of Thought Reasoning via Knowledge Distillation. CoRR abs/2311.01460 (2023) - 2022
- [j5]Paul Smolensky
, Richard Thomas McCoy, Roland Fernandez, Matthew Goldrick, Jianfeng Gao:
Neurocompositional Computing: From the Central Paradox of Cognition to a New Generation of AI Systems. AI Mag. 43(3): 308-322 (2022) - [i9]Paul Smolensky, R. Thomas McCoy, Roland Fernandez, Matthew Goldrick, Jianfeng Gao:
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems. CoRR abs/2205.01128 (2022) - [i8]Paul Soulos, Sudha Rao, Caitlin Smith, Eric Rosen, Asli Celikyilmaz, R. Thomas McCoy, Yichen Jiang, Coleman Haley, Roland Fernandez, Hamid Palangi, Jianfeng Gao, Paul Smolensky:
Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages. CoRR abs/2208.06061 (2022) - 2021
- [c9]Jacob L. Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao:
Compositional processing emerges in neural networks solving math problems. CogSci 2021 - [c8]Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao:
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. NAACL-HLT 2021: 4780-4793 - [i7]Jacob L. Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao:
Compositional Processing Emerges in Neural Networks Solving Math Problems. CoRR abs/2105.08961 (2021) - [i6]Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao:
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. CoRR abs/2106.01317 (2021) - 2020
- [c7]Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht:
Working Memory Graphs. ICML 2020: 6404-6414 - [i5]Shital Shah, Roland Fernandez, Steven Mark Drucker:
A System for Real-Time Interactive Analysis of Deep Learning Training. CoRR abs/2001.01215 (2020) - [i4]Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang:
Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language. CoRR abs/2011.09530 (2020)
2010 – 2019
- 2019
- [c6]Shital Shah, Roland Fernandez, Steven Mark Drucker:
A system for real-time interactive analysis of deep learning training. EICS 2019: 16:1-16:6 - [i3]Imanol Schlag, Paul Smolensky, Roland Fernandez, Nebojsa Jojic, Jürgen Schmidhuber, Jianfeng Gao:
Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving. CoRR abs/1910.06611 (2019) - [i2]Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht:
Working Memory Graphs. CoRR abs/1911.07141 (2019) - 2018
- [j4]Deokgun Park, Steven Mark Drucker, Roland Fernandez, Niklas Elmqvist:
Atom: A Grammar for Unit Visualizations. IEEE Trans. Vis. Comput. Graph. 24(12): 3032-3043 (2018) - [c5]Roland Fernandez, Asli Celikyilmaz, Paul Smolensky, Rishabh Singh:
Learning and Analyzing Vector Encoding of Symbolic Representation. ICLR (Workshop) 2018 - [i1]Roland Fernandez, Asli Celikyilmaz, Rishabh Singh, Paul Smolensky:
Learning and analyzing vector encoding of symbolic representations. CoRR abs/1803.03834 (2018) - 2015
- [j3]Sanjay Kairam, Nathalie Henry Riche, Steven Mark Drucker, Roland Fernandez, Jeffrey Heer:
Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing. Comput. Graph. Forum 34(3): 301-310 (2015) - 2010
- [j2]Danyel Fisher, Steven Mark Drucker, Roland Fernandez, Scott Ruble:
WebCharts: Extending Applications with Web-Authored, Embeddable Visualizations. IEEE Trans. Vis. Comput. Graph. 16(6): 1157-1163 (2010)
2000 – 2009
- 2009
- [c4]Mikkel R. Jakobsen, Roland Fernandez, Mary Czerwinski, Kori Inkpen, Olga A. Kulyk, George G. Robertson:
WIPDash: Work Item and People Dashboard for Software Development Teams. INTERACT (2) 2009: 791-804 - [c3]Valentina Grigoreanu, Roland Fernandez, Kori Inkpen, George G. Robertson:
What designers want: Needs of interactive application designers. VL/HCC 2009: 139-146 - 2008
- [j1]George G. Robertson, Roland Fernandez, Danyel Fisher, Bongshin Lee, John T. Stasko:
Effectiveness of Animation in Trend Visualization. IEEE Trans. Vis. Comput. Graph. 14(6): 1325-1332 (2008) - [c2]Daniel C. Robbins, Bongshin Lee, Roland Fernandez:
TapGlance: designing a unified smartphone interface. Conference on Designing Interactive Systems 2008: 386-394 - [c1]Kori Inkpen, Steve Whittaker, Mary Czerwinski, Roland Fernandez, James R. Wallace:
GroupBanter: Supporting Serendipitous Group Conversations with IM. CollaborateCom 2008: 485-498
Coauthor Index
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