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2020 – today
- 2024
[c30]Inkit Padhi, Pierre L. Dognin, Jesus Rios, Ronny Luss, Swapnaja Achintalwar, Matthew Riemer, Miao Liu, Prasanna Sattigeri, Manish Nagireddy, Kush R. Varshney, Djallel Bouneffouf:
ComVas: Contextual Moral Values Alignment System. IJCAI 2024: 8759-8762- [i18]Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger
, Bishwaranjan Bhattacharjee, Djallel Bouneffouf, Subhajit Chaudhury, Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula, Pierre L. Dognin, Eitan Farchi, Soumya Ghosh, Michael Hind, Raya Horesh, George Kour, Ja Young Lee, Erik Miehling, Keerthiram Murugesan, Manish Nagireddy, Inkit Padhi, David Piorkowski, Ambrish Rawat, Orna Raz, Prasanna Sattigeri, Hendrik Strobelt, Sarathkrishna Swaminathan, Christoph Tillmann, Aashka Trivedi, Kush R. Varshney, Dennis Wei, Shalisha Witherspoon, Marcel Zalmanovici:
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. CoRR abs/2403.06009 (2024) - [i17]Swapnaja Achintalwar, Ioana Baldini, Djallel Bouneffouf, Joan Byamugisha, Maria Chang, Pierre L. Dognin, Eitan Farchi, Ndivhuwo Makondo, Aleksandra Mojsilovic, Manish Nagireddy, Karthikeyan Natesan Ramamurthy, Inkit Padhi, Orna Raz, Jesus Rios, Prasanna Sattigeri, Moninder Singh, Siphiwe Thwala, Rosario A. Uceda-Sosa, Kush R. Varshney:
Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations. CoRR abs/2403.09704 (2024) - [i16]Pierre L. Dognin, Jesus Rios, Ronny Luss, Inkit Padhi, Matthew D. Riemer, Miao Liu, Prasanna Sattigeri, Manish Nagireddy, Kush R. Varshney, Djallel Bouneffouf:
Contextual Moral Value Alignment Through Context-Based Aggregation. CoRR abs/2403.12805 (2024) - [i15]Inkit Padhi, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Manish Nagireddy, Pierre L. Dognin, Kush R. Varshney:
Value Alignment from Unstructured Text. CoRR abs/2408.10392 (2024) - [i14]Bruce W. Lee, Inkit Padhi, Karthikeyan Natesan Ramamurthy, Erik Miehling, Pierre L. Dognin, Manish Nagireddy, Amit Dhurandhar:
Programming Refusal with Conditional Activation Steering. CoRR abs/2409.05907 (2024) - 2023
- [j3]Katy Ilonka Gero, Payel Das, Pierre L. Dognin, Inkit Padhi, Prasanna Sattigeri, Kush R. Varshney:
The incentive gap in data work in the era of large models. Nat. Mac. Intell. 5(6): 565-567 (2023) - [i13]Brian Belgodere, Pierre L. Dognin, Adam Ivankay, Igor Melnyk, Youssef Mroueh, Aleksandra Mojsilovic, Jirí Navrátil, Apoorva Nitsure, Inkit Padhi, Mattia Rigotti, Jerret Ross, Yair Schiff, Radhika Vedpathak, Richard A. Young:
Auditing and Generating Synthetic Data with Controllable Trust Trade-offs. CoRR abs/2304.10819 (2023) - 2022
- [j2]Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young, Brian Belgodere:
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge. J. Artif. Intell. Res. 73: 437-459 (2022) - [c29]Igor Melnyk, Pierre L. Dognin, Payel Das:
Knowledge Graph Generation From Text. EMNLP (Findings) 2022: 1610-1622 - [c28]Prasanna Sattigeri, Soumya Ghosh, Inkit Padhi, Pierre L. Dognin, Kush R. Varshney:
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting. NeurIPS 2022 - [c27]Brian Belgodere, Vijil Chenthamarakshan, Payel Das, Pierre L. Dognin, Toby Kurien, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young:
Cloud-Based Real-Time Molecular Screening Platform with MolFormer. ECML/PKDD (6) 2022: 641-644 - [i12]Brian Belgodere, Vijil Chenthamarakshan, Payel Das, Pierre L. Dognin, Toby Kurien, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young:
Cloud-Based Real-Time Molecular Screening Platform with MolFormer. CoRR abs/2208.06665 (2022) - [i11]Igor Melnyk, Pierre L. Dognin, Payel Das:
Knowledge Graph Generation From Text. CoRR abs/2211.10511 (2022) - [i10]Prasanna Sattigeri, Soumya Ghosh, Inkit Padhi, Pierre L. Dognin, Kush R. Varshney:
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting. CoRR abs/2212.06803 (2022) - 2021
- [c26]Youssef Mroueh, Igor Melnyk, Pierre L. Dognin, Jarret Ross, Tom Sercu:
Improved Mutual Information Estimation. AAAI 2021: 9009-9017 - [c25]Pierre L. Dognin, Inkit Padhi, Igor Melnyk, Payel Das:
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models. EMNLP (1) 2021: 1084-1099 - [c24]Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre L. Dognin, Jerret Ross, Ravi Nair, Erik R. Altman:
Tabular Transformers for Modeling Multivariate Time Series. ICASSP 2021: 3565-3569 - [i9]Pierre L. Dognin, Inkit Padhi, Igor Melnyk, Payel Das:
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models. CoRR abs/2108.12472 (2021) - 2020
- [c23]Inkit Padhi, Pierre L. Dognin, Ke Bai, Cícero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das:
Learning Implicit Text Generation via Feature Matching. ACL 2020: 3855-3863 - [c22]Pierre L. Dognin, Igor Melnyk, Inkit Padhi, Cícero Nogueira dos Santos, Payel Das:
DualTKB: A Dual Learning Bridge between Text and Knowledge Base. EMNLP (1) 2020: 8605-8616 - [i8]Inkit Padhi, Pierre L. Dognin, Ke Bai, Cícero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das:
Learning Implicit Text Generation via Feature Matching. CoRR abs/2005.03588 (2020) - [i7]Pierre L. Dognin, Igor Melnyk, Inkit Padhi, Cícero Nogueira dos Santos, Payel Das:
DualTKB: A Dual Learning Bridge between Text and Knowledge Base. CoRR abs/2010.14660 (2020) - [i6]Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre L. Dognin, Jerret Ross, Ravi Nair, Erik R. Altman:
Tabular Transformers for Modeling Multivariate Time Series. CoRR abs/2011.01843 (2020) - [i5]Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff:
Alleviating Noisy Data in Image Captioning with Cooperative Distillation. CoRR abs/2012.11691 (2020) - [i4]Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young, Brian Belgodere:
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge. CoRR abs/2012.11696 (2020)
2010 – 2019
- 2019
- [c21]Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu:
Adversarial Semantic Alignment for Improved Image Captions. CVPR 2019: 10463-10471 - [c20]Cícero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre L. Dognin:
Learning Implicit Generative Models by Matching Perceptual Features. ICCV 2019: 4460-4469 - [c19]Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu:
Improved Adversarial Image Captioning. DGS@ICLR 2019 - [c18]Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu:
Wasserstein Barycenter Model Ensembling. ICLR (Poster) 2019 - [i3]Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu:
Wasserstein Barycenter Model Ensembling. CoRR abs/1902.04999 (2019) - [i2]Cícero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre L. Dognin:
Learning Implicit Generative Models by Matching Perceptual Features. CoRR abs/1904.02762 (2019) - 2018
- [i1]Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu:
Improved Image Captioning with Adversarial Semantic Alignment. CoRR abs/1805.00063 (2018) - 2015
- [c17]Petr Fousek, Pierre L. Dognin, Vaibhava Goel:
Evaluating Deep Scattering Spectra with deep neural networks on large scale spontaneous speech task. ICASSP 2015: 4550-4554 - [c16]Steven J. Rennie, Pierre L. Dognin, Xiaodong Cui, Vaibhava Goel:
Annealed dropout trained maxout networks for improved LVCSR. ICASSP 2015: 5181-5185 - 2013
- [c15]Pierre L. Dognin, Vaibhava Goel:
Combining stochastic average gradient and Hessian-free optimization for sequence training of deep neural networks. ASRU 2013: 321-325 - [c14]Petr Fousek, Steven J. Rennie, Pierre L. Dognin, Vaibhava Goel:
Direct product based deep belief networks for automatic speech recognition. ICASSP 2013: 3148-3152 - [c13]Shay Maymon, Pierre L. Dognin, Xiaodong Cui, Vaibhava Goel:
Adaptive stereo-based stochastic mapping. INTERSPEECH 2013: 3517-3521 - 2012
- [j1]Xiaodong Cui, Jian Xue, Xin Chen, Peder A. Olsen, Pierre L. Dognin, Upendra V. Chaudhari, John R. Hershey, Bowen Zhou:
Hidden Markov Acoustic Modeling With Bootstrap and Restructuring for Low-Resourced Languages. IEEE Trans. Speech Audio Process. 20(8): 2252-2264 (2012) - [c12]Steven J. Rennie, Petr Fousek, Pierre L. Dognin:
Factorial Hidden Restricted Boltzmann Machines for noise robust speech recognition. ICASSP 2012: 4297-4300 - 2011
- [c11]Steven J. Rennie, Pierre L. Dognin, Petr Fousek:
Matched-condition robust Dynamic Noise Adaptation. ASRU 2011: 137-140 - [c10]Steven J. Rennie, Pierre L. Dognin, Petr Fousek:
Robust speech recognition using dynamic noise adaptation. ICASSP 2011: 4592-4595 - 2010
- [c9]Pierre L. Dognin, John R. Hershey, Vaibhava Goel, Peder A. Olsen:
Restructuring exponential family mixture models. INTERSPEECH 2010: 62-65 - [c8]Xiaodong Cui, Jian Xue, Pierre L. Dognin, Upendra V. Chaudhari, Bowen Zhou:
Acoustic modeling with bootstrap and restructuring for low-resourced languages. INTERSPEECH 2010: 2974-2977
2000 – 2009
- 2009
- [c7]Pierre L. Dognin, Vaibhava Goel, John R. Hershey, Peder A. Olsen:
A fast, accurate approximation to log likelihood of Gaussian mixture models. ICASSP 2009: 3817-3820 - [c6]Pierre L. Dognin, John R. Hershey, Vaibhava Goel, Peder A. Olsen:
Refactoring acoustic models using variational density approximation. ICASSP 2009: 4473-4476 - [c5]Pierre L. Dognin, John R. Hershey, Vaibhava Goel, Peder A. Olsen:
Refactoring acoustic models using variational expectation-maximization. INTERSPEECH 2009: 212-215 - 2008
- [c4]Steven J. Rennie, Pierre L. Dognin:
Beyond linear transforms: efficient non-linear dynamic adaptation for noise robust speech recognition. INTERSPEECH 2008: 1305-1308 - 2003
- [c3]Pierre L. Dognin, Amro El-Jaroudi:
A new spectral transformation for speaker normalization. INTERSPEECH 2003: 1865-1868 - 2002
- [c2]Spyros Matsoukas, Thomas Colthurst, Owen Kimball, Alex Solomonoff, Fred Richardson, Carl Quillen, Herbert Gish, Pierre L. Dognin:
The 2001 BYBLOS English large vocabulary conversational speech recognition system. ICASSP 2002: 721-724 - 2000
- [c1]Pierre L. Dognin, Amro El-Jaroudi, Jayadev Billa:
Parameter optimization for vocal tract length normalization. ICASSP 2000: 1767-1770
Coauthor Index
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last updated on 2024-10-21 21:30 CEST by the dblp team
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