Improved phonotactic analysis in automatic language identification. - Jirí Navrátil 001 (EUSIPCO, 1996)

Double bigram-decoding in phonotactic language identification. - Jirí Navrátil 001; Werner Zühlke (ICASSP, 1997)

Phonetic-context mapping in language identification. - Jirí Navrátil 001; Werner Zühlke (EUROSPEECH, 1997)

An efficient phonotactic-acoustic system for language identification. - Jirí Navrátil 001; Werner Zühlke (ICASSP, 1998)

Untersuchungen zur automatischen Sprachen-Identifikation auf der Basis der Phonotaktik, Akustik und Prosodie. - Jirí Navrátil 001 (1999)

An instantiable speech biometrics module with natural language interface: implementation in the telephony environment. - Jirí Navrátil 001; Jan Kleindienst; Stéphane H. Maes (ICASSP, 2000)

Transformation enhanced multi-grained modeling for text-independent speaker recognition. - Upendra V. Chaudhari; Jirí Navrátil 001; Stéphane H. Maes; Ramesh A. Gopinath (INTERSPEECH, 2000)

A Speech Biometrics System with Multi- Grained Speaker Modeling. - Jirí Navrátil 001; Upendra V. Chaudhari; Stéphane H. Maes (KONVENS, 2000)

Conversational Speech Biometrics. - Stéphane H. Maes; Jirí Navrátil 001; Upendra V. Chaudhari (E-Commerce Agents, 2001)

Very large population text-independent speaker identification using transformation enhanced multi-grained models. - Upendra V. Chaudhari; Jirí Navrátil 001; Ganesh N. Ramaswamy; Stéphane H. Maes (ICASSP, 2001)

A hybrid GMM/SVM approach to speaker identification. - Shai Fine; Jirí Navrátil 001; Ramesh A. Gopinath (ICASSP, 2001)

Enhancing GMM scores using SVM "hints". - Shai Fine; Jirí Navrátil 001; Ramesh A. Gopinath (INTERSPEECH, 2001)

Speaker verification using target and background dependent linear transforms and multi-system fusion. - Jirí Navrátil 001; Upendra V. Chaudhari; Ganesh N. Ramaswamy (INTERSPEECH, 2001)

Spoken language recognition-a step toward multilinguality in speech processing. - Jirí Navrátil 001 (IEEE Trans. Speech Audio Process., 2001)

Short-time Gaussianization for robust speaker verification. - Bing Xiang; Upendra V. Chaudhari; Jirí Navrátil 001; Ganesh N. Ramaswamy; Ramesh A. Gopinath (ICASSP, 2002)

DETAC: a discriminative criterion for speaker verification. - Jirí Navrátil 001; Ganesh N. Ramaswamy (INTERSPEECH, 2002)

Combining cross-stream and time dimensions in phonetic speaker recognition. - Qin Jin; Jirí Navrátil 001; Douglas A. Reynolds; Joseph P. Campbell; Walter D. Andrews; Joy S. Abramson (ICASSP (4), 2003)

Conditional pronunciation modeling in speaker detection. - David Klusácek; Jirí Navrátil 001; Douglas A. Reynolds; Joseph P. Campbell (ICASSP (4), 2003)

Phonetic speaker recognition using maximum-likelihood binary-decision tree models. - Jirí Navrátil 001; Qin Jin; Walter D. Andrews; Joseph P. Campbell (ICASSP (4), 2003)

Using prosodic and conversational features for high-performance speaker recognition: report from JHU WS'02. - Barbara Peskin; Jirí Navrátil 001; Joy S. Abramson; Douglas A. Jones; David Klusácek; Douglas A. Reynolds; Bing Xiang (ICASSP (4), 2003)

The IBM system for the NIST-2002 cellular speaker verification evaluation. - Ganesh N. Ramaswamy; Jirí Navrátil 001; Upendra V. Chaudhari; Ran D. Zilca (ICASSP (2), 2003)

The SuperSID project: exploiting high-level information for high-accuracy speaker recognition. - Douglas A. Reynolds; Walter D. Andrews; Joseph P. Campbell; Jirí Navrátil 001; Barbara Peskin; André Adami; Qin Jin; David Klusácek; Joy S. Abramson; Radu Mihaescu; John J. Godfrey; Douglas A. Jones; et al. (ICASSP (4), 2003)

Depitch and the role of fundamental frequency in speaker recognition. - Ran D. Zilca; Jirí Navrátil 001; Ganesh N. Ramaswamy (ICASSP (2), 2003)

The awe and mystery of t-norm. - Jirí Navrátil 001; Ganesh N. Ramaswamy (INTERSPEECH, 2003)

"syncpitch": a pseudo pitch synchronous algorithm for speaker recognition. - Ran D. Zilca; Jirí Navrátil 001; Ganesh N. Ramaswamy (INTERSPEECH, 2003)

Multigrained modeling with pattern specific maximum likelihood transformations for text-independent speaker recognition. - Upendra V. Chaudhari; Jirí Navrátil 001; Stéphane H. Maes (IEEE Trans. Speech Audio Process., 2003)

Statistical model migration in speaker recognition. - Jirí Navrátil 001; Ganesh N. Ramaswamy; Ran D. Zilca (INTERSPEECH, 2004)

Improved Speaker Model Migration Via Stochastic Synthesis. - Jirí Navrátil 001; Ganesh N. Ramaswamy (ICASSP (1), 2005)

Maximum conditional mutual information modeling for speaker verification. - Mohamed Kamal Omar; Jirí Navrátil 001; Ganesh N. Ramaswamy (INTERSPEECH, 2005)

Recent advances in phonotactic language recognition using binary-decision trees. - Jirí Navrátil 001 (INTERSPEECH, 2006)

Advanced Language Recognition using Cepstra and Phonotactics: MITLL System Performance on the NIST 2005 Language Recognition Evaluation. - William M. Campbell; Terry P. Gleason; Jirí Navrátil 001; Douglas A. Reynolds; Wade Shen; Elliot Singer; Pedro A. Torres-Carrasquillo (Odyssey, 2006)

Addressing Channel Mismatch through Speaker Discriminative Transforms. - Jason W. Pelecanos; Jirí Navrátil 001; Ganesh N. Ramaswamy (Odyssey, 2006)

Pseudo pitch synchronous analysis of speech with applications to speaker recognition. - Ran D. Zilca; Brian Kingsbury; Jirí Navrátil 001; Ganesh N. Ramaswamy (IEEE Trans. Speech Audio Process., 2006)

The MIT-LL/IBM 2006 Speaker Recognition System: High-Performance Reduced-Complexity Recognition. - William M. Campbell; Douglas E. Sturim; Wade Shen; Douglas A. Reynolds; Jirí Navrátil 001 (ICASSP (4), 2007)

On Linear DETs. - Jirí Navrátil 001; David Klusácek (ICASSP (4), 2007)

Text-Independent Speaker Verification in Embedded Environments. - Borivoj Tydlitát; Jirí Navrátil 001; Jason W. Pelecanos; Ganesh N. Ramaswamy (ICASSP (4), 2007)

Intersession variability compensation for language detection. - Xi Zhou; Jirí Navrátil 001; Jason W. Pelecanos; Ganesh N. Ramaswamy; Thomas S. Huang (ICASSP, 2008)

Audio-visual speech synchronization detection using a bimodal linear prediction model. - Kshitiz Kumar; Jirí Navrátil 001; Etienne Marcheret; Vit Libal; Ganesh N. Ramaswamy; Gerasimos Potamianos (CVPR Workshops, 2009)

Robust audio-visual speech synchrony detection by generalized bimodal linear prediction. - Kshitiz Kumar; Jirí Navrátil 001; Etienne Marcheret; Vit Libal; Gerasimos Potamianos (INTERSPEECH, 2009)

Syntax Based Reordering with Automatically Derived Rules for Improved Statistical Machine Translation. - Karthik Visweswariah; Jirí Navrátil 001; Jeffrey S. Sorensen; Vijil Chenthamarakshan; Nandakishore Kambhatla (COLING, 2010)

Discriminative Phonotactics for Dialect Recognition Using Context-Dependent Phone Classifiers. - Fadi Biadsy; Hagen Soltau; Lidia Mangu; Jirí Navrátil 001; Julia Hirschberg (Odyssey, 2010)

A Word Reordering Model for Improved Machine Translation. - Karthik Visweswariah; Rajakrishnan Rajkumar; Ankur Gandhe; Ananthakrishnan Ramanathan; Jirí Navrátil 001 (EMNLP, 2011)

A Comparison of Syntactic Reordering Methods for English-German Machine Translation. - Jirí Navrátil 001; Karthik Visweswariah; Ananthakrishnan Ramanathan (COLING, 2012)

A framework for unsupervised transfer learning and application to dialog decision classification. - Etienne Marcheret; Om D. Deshmukh; Vaibhava Goel; Jirí Navrátil 001 (ICASSP, 2012)

Graph-Based Unsupervised Learning of Word Similarities Using Heterogeneous Feature Types. - Avneesh Saluja; Jirí Navrátil 001 (TextGraphs@EMNLP, 2013)

Improved Answer Selection with Pre-Trained Word Embeddings. - Rishav Chakravarti; Jirí Navrátil 001; Cícero Nogueira dos Santos (CoRR, 2017)

Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes. - Tongfei Chen; Jirí Navrátil 001; Vijay S. Iyengar; Karthikeyan Shanmugam (AISTATS, 2019)

Accelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling. - Jirí Navrátil 001; Alan King; Jesus Rios; Georgios Kollias; Ruben Rodriguez Torrado; Andrés Codas (CoRR, 2019)

Accelerating Physics-Based Simulations Using End-to-End Neural Network Proxies: An Application in Oil Reservoir Modeling. - Jirí Navrátil 001; Alan King; Jesus Rios; Georgios Kollias; Ruben Rodriguez Torrado; Andrés Codas (Frontiers Big Data, 2019)

Towards Automating the AI Operations Lifecycle. - Matthew Arnold; Jeffrey Boston; Michael Desmond; Evelyn Duesterwald; Benjamin Elder; Anupama Murthi; Jirí Navrátil 001; Darrell Reimer (CoRR, 2020)

Uncertainty Prediction for Deep Sequential Regression Using Meta Models. - Jirí Navrátil 001; Matthew Arnold; Benjamin Elder (CoRR, 2020)

Not Your Grandfathers Test Set: Reducing Labeling Effort for Testing. - Begum Taskazan; Jirí Navrátil 001; Matthew Arnold; Anupama Murthi; Ganesh Venkataraman; Benjamin Elder (CoRR, 2020)

Learning Prediction Intervals for Model Performance. - Benjamin Elder; Matthew Arnold; Anupama Murthi; Jirí Navrátil 001 (AAAI, 2021)

Anomaly Attribution with Likelihood Compensation. - Tsuyoshi Idé; Amit Dhurandhar; Jirí Navrátil 001; Moninder Singh; Naoki Abe (AAAI, 2021)

Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals. - Jirí Navrátil 001; Benjamin Elder; Matthew Arnold; Soumya Ghosh; Prasanna Sattigeri (CoRR, 2021)

Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI. - Soumya Ghosh; Q. Vera Liao; Karthikeyan Natesan Ramamurthy; Jirí Navrátil 001; Prasanna Sattigeri; Kush R. Varshney; Yunfeng Zhang (CoRR, 2021)

Uncertainty Quantification 360: A Hands-on Tutorial. - Soumya Ghosh; Q. Vera Liao; Karthikeyan Natesan Ramamurthy; Jirí Navrátil 001; Prasanna Sattigeri; Kush R. Varshney; Yunfeng Zhang (COMAD/CODS, 2022)

Assessment of Prediction Intervals Using Uncertainty Characteristics Curves. - Jirí Navrátil 001; Benjamin Elder; Matthew Arnold; Soumya Ghosh; Prasanna Sattigeri (CoRR, 2023)

Risk Assessment and Statistical Significance in the Age of Foundation Models. - Apoorva Nitsure; Youssef Mroueh; Mattia Rigotti; Kristjan H. Greenewald; Brian Belgodere; Mikhail Yurochkin; Jirí Navrátil 001; Igor Melnyk; Jerret Ross (CoRR, 2023)

Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes. - Dongxia Wu; Tsuyoshi Idé; Georgios Kollias; Jirí Navrátil 001; Aurélie C. Lozano; Naoki Abe; Yi-An Ma; Rose Yu (AISTATS, 2024)

Larimar: Large Language Models with Episodic Memory Control. - Payel Das; Subhajit Chaudhury; Elliot Nelson; Igor Melnyk; Sarathkrishna Swaminathan; Sihui Dai; Aurélie C. Lozano; Georgios Kollias; Vijil Chenthamarakshan; Jirí Navrátil 001; Soham Dan; Pin-Yu Chen (ICML, 2024)

Risk Aware Benchmarking of Large Language Models. - Apoorva Nitsure; Youssef Mroueh; Mattia Rigotti; Kristjan H. Greenewald; Brian Belgodere; Mikhail Yurochkin; Jirí Navrátil 001; Igor Melnyk; Jarret Ross (ICML, 2024)

Distributional Preference Alignment of LLMs via Optimal Transport. - Igor Melnyk; Youssef Mroueh; Brian Belgodere; Mattia Rigotti; Apoorva Nitsure; Mikhail Yurochkin; Kristjan H. Greenewald; Jirí Navrátil 001; Jarret Ross (NeurIPS, 2024)

A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food. - Conor M. Artman; Aditya Mate; Ezinne Nwankwo; Aliza Heching; Tsuyoshi Idé; Jirí Navrátil 001; Karthikeyan Shanmugam; Wei Sun; Kush R. Varshney; Lauri Goldkind; Gidi Kroch; Jaclyn Sawyer; et al. (CoRR, 2024)

Larimar: Large Language Models with Episodic Memory Control. - Payel Das; Subhajit Chaudhury; Elliot Nelson; Igor Melnyk; Sarath Swaminathan; Sihui Dai; Aurélie C. Lozano; Georgios Kollias; Vijil Chenthamarakshan; Jirí Navrátil 001; Soham Dan; Pin-Yu Chen (CoRR, 2024)

Distributional Preference Alignment of LLMs via Optimal Transport. - Igor Melnyk; Youssef Mroueh; Brian Belgodere; Mattia Rigotti; Apoorva Nitsure; Mikhail Yurochkin; Kristjan H. Greenewald; Jirí Navrátil 001; Jerret Ross (CoRR, 2024)

Auditing and Generating Synthetic Data With Controllable Trust Trade-Offs. - Brian Belgodere; Pierre L. Dognin; Adam Ivankay; Igor Melnyk; Youssef Mroueh; Aleksandra Mojsilovic; Jirí Navrátil 001; Apoorva Nitsure; Inkit Padhi; Mattia Rigotti; Jerret Ross; Yair Schiff; et al. (IEEE J. Emerg. Sel. Topics Circuits Syst., 2024)

Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training. - Youssef Mroueh; Nicolas Dupuis; Brian Belgodere; Apoorva Nitsure; Mattia Rigotti; Kristjan H. Greenewald; Jirí Navrátil 001; Jerret Ross; Jesus Rios (CoRR, 2025)

GP-MoLFormer-Sim: Test Time Molecular Optimization through Contextual Similarity Guidance. - Jirí Navrátil 001; Jarret Ross; Payel Das; Youssef Mroueh; Samuel C. Hoffman; Vijil Chenthamarakshan; Brian Belgodere (CoRR, 2025)