Jirí Navrátil

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 22

Top Venues

CoRR

AISTATS

AAAI

Frontiers Big Data

Technische Universität Ilmenau, Germany (PHD)

Education History

Technische Universität Ilmenau, Germany

PHD

Publications

Igor Melnyk, Youssef Mroueh, Brian Belgodere, Mattia Rigotti, Apoorva Nitsure, Mikhail Yurochkin, Kristjan H. Greenewald, Jirí Navrátil, Jerret Ross
Distributional Preference Alignment of LLMs via Optimal Transport. CoRR (2024)
Payel Das, Subhajit Chaudhury, Elliot Nelson, Igor Melnyk, Sarath Swaminathan, Sihui Dai, Aurélie C. Lozano, Georgios Kollias, Vijil Chenthamarakshan, Jirí Navrátil, Soham Dan, Pin-Yu Chen
Larimar: Large Language Models with Episodic Memory Control. CoRR (2024)
Dongxia Wu, Tsuyoshi Idé, Aurélie C. Lozano, Georgios Kollias, Jirí Navrátil, Naoki Abe, Yi-An Ma, Rose Yu
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes. CoRR (2024)
Conor M. Artman, Aditya Mate, Ezinne Nwankwo, Aliza Heching, Tsuyoshi Idé, Jirí Navrátil, Karthikeyan Shanmugam, Wei Sun, Kush R. Varshney, Lauri Goldkind, Gidi Kroch, Jaclyn Sawyer, Ian Watson
A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food. CoRR (2024)
Dongxia Wu, Tsuyoshi Idé, Georgios Kollias, Jirí Navrátil, Aurélie C. Lozano, Naoki Abe, Yi-An Ma, Rose Yu
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes. AISTATS (2024)
Jirí Navrátil, Benjamin Elder, Matthew Arnold, Soumya Ghosh, Prasanna Sattigeri
Assessment of Prediction Intervals Using Uncertainty Characteristics Curves. CoRR (2023)
Apoorva Nitsure, Youssef Mroueh, Mattia Rigotti, Kristjan H. Greenewald, Brian Belgodere, Mikhail Yurochkin, Jirí Navrátil, Igor Melnyk, Jerret Ross
Risk Assessment and Statistical Significance in the Age of Foundation Models. CoRR (2023)
Soumya Ghosh, Q. Vera Liao, Karthikeyan Natesan Ramamurthy, Jirí Navrátil, Prasanna Sattigeri, Kush R. Varshney, Yunfeng Zhang
Uncertainty Quantification 360: A Hands-on Tutorial. COMAD/CODS (2022)
Tsuyoshi Idé, Amit Dhurandhar, Jirí Navrátil, Moninder Singh, Naoki Abe
Anomaly Attribution with Likelihood Compensation. CoRR (2022)
Soumya Ghosh, Q. Vera Liao, Karthikeyan Natesan Ramamurthy, Jirí Navrátil, Prasanna Sattigeri, Kush R. Varshney, Yunfeng Zhang
Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI. CoRR (2021)
Benjamin Elder, Matthew Arnold, Anupama Murthi, Jirí Navrátil
Learning Prediction Intervals for Model Performance. AAAI (2021)
Tsuyoshi Idé, Amit Dhurandhar, Jirí Navrátil, Moninder Singh, Naoki Abe
Anomaly Attribution with Likelihood Compensation. AAAI (2021)
Jirí Navrátil, Benjamin Elder, Matthew Arnold, Soumya Ghosh, Prasanna Sattigeri
Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals. CoRR (2021)
Begum Taskazan, Jirí Navrátil, Matthew Arnold, Anupama Murthi, Ganesh Venkataraman, Benjamin Elder
Not Your Grandfathers Test Set: Reducing Labeling Effort for Testing. CoRR (2020)
Benjamin Elder, Matthew Arnold, Anupama Murthi, Jirí Navrátil
Learning Prediction Intervals for Model Performance. CoRR (2020)
Jirí Navrátil, Matthew Arnold, Benjamin Elder
Uncertainty Prediction for Deep Sequential Regression Using Meta Models. CoRR (2020)
Matthew Arnold, Jeffrey Boston, Michael Desmond, Evelyn Duesterwald, Benjamin Elder, Anupama Murthi, Jirí Navrátil, Darrell Reimer
Towards Automating the AI Operations Lifecycle. CoRR (2020)
Jirí Navrátil, Alan King, Jesus Rios, Georgios Kollias, Ruben Rodriguez Torrado, Andrés Codas
Accelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling. CoRR (2019)
Tongfei Chen, Jirí Navrátil, Vijay S. Iyengar, Karthikeyan Shanmugam
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes. AISTATS (2019)
Jirí Navrátil, Alan King, Jesus Rios, Georgios Kollias, Ruben Rodriguez Torrado, Andrés Codas
Accelerating Physics-Based Simulations Using End-to-End Neural Network Proxies: An Application in Oil Reservoir Modeling. Frontiers Big Data 2 (2019)
Tongfei Chen, Jirí Navrátil, Vijay S. Iyengar, Karthikeyan Shanmugam
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes. CoRR (2018)
Rishav Chakravarti, Jirí Navrátil, Cícero Nogueira dos Santos
Improved Answer Selection with Pre-Trained Word Embeddings. CoRR (2017)
Avneesh Saluja, Jirí Navrátil
Graph-Based Unsupervised Learning of Word Similarities Using Heterogeneous Feature Types. TextGraphs@EMNLP (2013)
Etienne Marcheret, Om D. Deshmukh, Vaibhava Goel, Jirí Navrátil
A framework for unsupervised transfer learning and application to dialog decision classification. ICASSP (2012)
Jirí Navrátil, Karthik Visweswariah, Ananthakrishnan Ramanathan
A Comparison of Syntactic Reordering Methods for English-German Machine Translation. COLING (2012)
Karthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe, Ananthakrishnan Ramanathan, Jirí Navrátil
A Word Reordering Model for Improved Machine Translation. EMNLP (2011)
Fadi Biadsy, Hagen Soltau, Lidia Mangu, Jirí Navrátil, Julia Hirschberg
Discriminative Phonotactics for Dialect Recognition Using Context-Dependent Phone Classifiers. Odyssey (2010)
Karthik Visweswariah, Jirí Navrátil, Jeffrey S. Sorensen, Vijil Chenthamarakshan, Nandakishore Kambhatla
Syntax Based Reordering with Automatically Derived Rules for Improved Statistical Machine Translation. COLING (2010)
Kshitiz Kumar, Jirí Navrátil, Etienne Marcheret, Vit Libal, Gerasimos Potamianos
Robust audio-visual speech synchrony detection by generalized bimodal linear prediction. INTERSPEECH (2009)
Kshitiz Kumar, Jirí Navrátil, Etienne Marcheret, Vit Libal, Ganesh N. Ramaswamy, Gerasimos Potamianos
Audio-visual speech synchronization detection using a bimodal linear prediction model. CVPR Workshops (2009)
Xi Zhou, Jirí Navrátil, Jason W. Pelecanos, Ganesh N. Ramaswamy, Thomas S. Huang
Intersession variability compensation for language detection. ICASSP (2008)
William M. Campbell, Douglas E. Sturim, Wade Shen, Douglas A. Reynolds, Jirí Navrátil
The MIT-LL/IBM 2006 Speaker Recognition System: High-Performance Reduced-Complexity Recognition. ICASSP (4) (2007)
Jirí Navrátil, David Klusácek
On Linear DETs. ICASSP (4) (2007)
Borivoj Tydlitát, Jirí Navrátil, Jason W. Pelecanos, Ganesh N. Ramaswamy
Text-Independent Speaker Verification in Embedded Environments. ICASSP (4) (2007)
Jirí Navrátil
Recent advances in phonotactic language recognition using binary-decision trees. INTERSPEECH (2006)
Jason W. Pelecanos, Jirí Navrátil, Ganesh N. Ramaswamy
Addressing Channel Mismatch through Speaker Discriminative Transforms. Odyssey (2006)
Ran D. Zilca, Brian Kingsbury, Jirí Navrátil, Ganesh N. Ramaswamy
Pseudo pitch synchronous analysis of speech with applications to speaker recognition. IEEE Trans. Speech Audio Process. 14 (2) (2006)
William M. Campbell, Terry P. Gleason, Jirí Navrátil, Douglas A. Reynolds, Wade Shen, Elliot Singer, Pedro A. Torres-Carrasquillo
Advanced Language Recognition using Cepstra and Phonotactics: MITLL System Performance on the NIST 2005 Language Recognition Evaluation. Odyssey (2006)
Mohamed Kamal Omar, Jirí Navrátil, Ganesh N. Ramaswamy
Maximum conditional mutual information modeling for speaker verification. INTERSPEECH (2005)
Jirí Navrátil, Ganesh N. Ramaswamy
Improved Speaker Model Migration Via Stochastic Synthesis. ICASSP (1) (2005)
Jirí Navrátil, Ganesh N. Ramaswamy, Ran D. Zilca
Statistical model migration in speaker recognition. INTERSPEECH (2004)
Douglas A. Reynolds, Walter D. Andrews, Joseph P. Campbell, Jirí Navrátil, Barbara Peskin, André Adami, Qin Jin, David Klusácek, Joy S. Abramson, Radu Mihaescu, John J. Godfrey, Douglas A. Jones, Bing Xiang
The SuperSID project: exploiting high-level information for high-accuracy speaker recognition. ICASSP (4) (2003)
Ganesh N. Ramaswamy, Jirí Navrátil, Upendra V. Chaudhari, Ran D. Zilca
The IBM system for the NIST-2002 cellular speaker verification evaluation. ICASSP (2) (2003)
Ran D. Zilca, Jirí Navrátil, Ganesh N. Ramaswamy
Depitch and the role of fundamental frequency in speaker recognition. ICASSP (2) (2003)
Ran D. Zilca, Jirí Navrátil, Ganesh N. Ramaswamy
"syncpitch": a pseudo pitch synchronous algorithm for speaker recognition. INTERSPEECH (2003)
Qin Jin, Jirí Navrátil, Douglas A. Reynolds, Joseph P. Campbell, Walter D. Andrews, Joy S. Abramson
Combining cross-stream and time dimensions in phonetic speaker recognition. ICASSP (4) (2003)
Barbara Peskin, Jirí Navrátil, Joy S. Abramson, Douglas A. Jones, David Klusácek, Douglas A. Reynolds, Bing Xiang
Using prosodic and conversational features for high-performance speaker recognition: report from JHU WS'02. ICASSP (4) (2003)
Upendra V. Chaudhari, Jirí Navrátil, Stéphane H. Maes
Multigrained modeling with pattern specific maximum likelihood transformations for text-independent speaker recognition. IEEE Trans. Speech Audio Process. 11 (1) (2003)
David Klusácek, Jirí Navrátil, Douglas A. Reynolds, Joseph P. Campbell
Conditional pronunciation modeling in speaker detection. ICASSP (4) (2003)
Jirí Navrátil, Qin Jin, Walter D. Andrews, Joseph P. Campbell
Phonetic speaker recognition using maximum-likelihood binary-decision tree models. ICASSP (4) (2003)
Jirí Navrátil, Ganesh N. Ramaswamy
The awe and mystery of t-norm. INTERSPEECH (2003)
Bing Xiang, Upendra V. Chaudhari, Jirí Navrátil, Ganesh N. Ramaswamy, Ramesh A. Gopinath
Short-time Gaussianization for robust speaker verification. ICASSP (2002)
Jirí Navrátil, Ganesh N. Ramaswamy
DETAC: a discriminative criterion for speaker verification. INTERSPEECH (2002)
Stéphane H. Maes, Jirí Navrátil, Upendra V. Chaudhari
Conversational Speech Biometrics. E-Commerce Agents (2001)
Shai Fine, Jirí Navrátil, Ramesh A. Gopinath
A hybrid GMM/SVM approach to speaker identification. ICASSP (2001)
Shai Fine, Jirí Navrátil, Ramesh A. Gopinath
Enhancing GMM scores using SVM "hints". INTERSPEECH (2001)
Jirí Navrátil, Upendra V. Chaudhari, Ganesh N. Ramaswamy
Speaker verification using target and background dependent linear transforms and multi-system fusion. INTERSPEECH (2001)
Jirí Navrátil
Spoken language recognition-a step toward multilinguality in speech processing. IEEE Trans. Speech Audio Process. 9 (6) (2001)
Upendra V. Chaudhari, Jirí Navrátil, Ganesh N. Ramaswamy, Stéphane H. Maes
Very large population text-independent speaker identification using transformation enhanced multi-grained models. ICASSP (2001)
Upendra V. Chaudhari, Jirí Navrátil, Stéphane H. Maes, Ramesh A. Gopinath
Transformation enhanced multi-grained modeling for text-independent speaker recognition. INTERSPEECH (2000)
Jirí Navrátil, Jan Kleindienst, Stéphane H. Maes
An instantiable speech biometrics module with natural language interface: implementation in the telephony environment. ICASSP (2000)
Jirí Navrátil, Upendra V. Chaudhari, Stéphane H. Maes
A Speech Biometrics System with Multi- Grained Speaker Modeling. KONVENS (2000)
Jirí Navrátil, Werner Zühlke
An efficient phonotactic-acoustic system for language identification. ICASSP (1998)
Jirí Navrátil, Werner Zühlke
Double bigram-decoding in phonotactic language identification. ICASSP (1997)
Jirí Navrátil, Werner Zühlke
Phonetic-context mapping in language identification. EUROSPEECH (1997)
Jirí Navrátil
Improved phonotactic analysis in automatic language identification. EUSIPCO (1996)

Jirí Navrátil.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jirí Navrátil