Georg Heigold
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
46
Venues
11
Active years
2006–2023
Best venue rank
A*
Where they publish
Papers
46 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ICCV | Video OWL-ViT: Temporally-consistent open-world localization in video. | Georg Heigold, Daniel Keysers, Matthias Minderer, Mario Lucic, Alexey A. Gritsenko, Fisher Yu, Alex Bewley, Thomas Kipf |
| 2022 | ICLR | Conditional Object-Centric Learning from Video. | Thomas Kipf, Gamaleldin Fathy Elsayed, Aravindh Mahendran, Austin Stone, Sara Sabour, Georg Heigold, Rico Jonschkowski, Alexey Dosovitskiy, Klaus Greff |
| 2021 | ICCV | ViViT: A Video Vision Transformer. | Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lucic, Cordelia Schmid |
| 2021 | ICLR | An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. | Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby |
| 2018 | AMTA | How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? | Georg Heigold, Stalin Varanasi, Gnter Neumann, Josef van Genabith |
| 2017 | EACL | An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages. | Georg Heigold, Guenter Neumann, Josef van Genabith |
| 2017 | EACL | Common Round: Application of Language Technologies to Large-Scale Web Debates. | Hans Uszkoreit, Aleksandra Gabryszak, Leonhard Hennig, Jrg Steffen, Renlong Ai, Stephan Busemann, Jon Dehdari, Josef van Genabith, Georg Heigold, Nils Rethmeier, Raphael Rubino, Sven Schmeier, Philippe Thomas, He Wang, Feiyu Xu |
| 2017 | EMNLP | Cross-lingual Character-Level Neural Morphological Tagging. | Ryan Cotterell, Georg Heigold |
| 2016 | ICASSP | End-to-end text-dependent speaker verification. | Georg Heigold, Ignacio Moreno, Samy Bengio, Noam Shazeer |
| 2015 | ICASSP | A Gaussian Mixture Model layer jointly optimized with discriminative features within a Deep Neural Network architecture. | Ehsan Variani, Erik McDermott, Georg Heigold |
| 2014 | ICASSP | Small-footprint keyword spotting using deep neural networks. | Guoguo Chen, Carolina Parada, Georg Heigold |
| 2014 | ICASSP | Asynchronous stochastic optimization for sequence training of deep neural networks. | Georg Heigold, Erik McDermott, Vincent Vanhoucke, Andrew W. Senior, Michiel Bacchiani |
| 2014 | ICASSP | GMM-free DNN acoustic model training. | Andrew W. Senior, Georg Heigold, Michiel Bacchiani, Hank Liao |
| 2014 | Interspeech | Asynchronous, online, GMM-free training of a context dependent acoustic model for speech recognition. | Michiel Bacchiani, Andrew W. Senior, Georg Heigold |
| 2014 | Interspeech | Word embeddings for speech recognition. | Samy Bengio, Georg Heigold |
| 2014 | Interspeech | Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data. | Erik McDermott, Georg Heigold, Pedro J. Moreno, Andrew W. Senior, Michiel Bacchiani |
| 2014 | Interspeech | Sequence discriminative distributed training of long short-term memory recurrent neural networks. | Hasim Sak, Oriol Vinyals, Georg Heigold, Andrew W. Senior, Erik McDermott, Rajat Monga, Mark Z. Mao |
| 2013 | ICASSP | Multilingual acoustic models using distributed deep neural networks. | Georg Heigold, Vincent Vanhoucke, Andrew W. Senior, Patrick Nguyen, Marc'Aurelio Ranzato, Matthieu Devin, Jeffrey Dean |
| 2013 | ICASSP | Deep neural networks with auxiliary Gaussian mixture models for real-time speech recognition. | Xin Lei, Hui Lin, Georg Heigold |
| 2013 | ICASSP | An empirical study of learning rates in deep neural networks for speech recognition. | Andrew W. Senior, Georg Heigold, Marc'Aurelio Ranzato, Ke Yang |
| 2013 | ICASSP | Multiframe deep neural networks for acoustic modeling. | Vincent Vanhoucke, Matthieu Devin, Georg Heigold |
| 2012 | ICASSP | Investigations on exemplar-based features for speech recognition towards thousands of hours of unsupervised, noisy data. | Georg Heigold, Patrick Nguyen, Mitchel Weintraub, Vincent Vanhoucke |
| 2012 | ICASSP | Overview of large scale optimization for discriminative training in speech recognition. | Dimitri Kanevsky, Georg Heigold, Stephen J. Wright, Hermann Ney |
| 2012 | Interspeech | Posterior-Scaled MPE: Novel Discriminative Training Criteria. | Markus Nubaum-Thom, Zoltn Tske, Georg Heigold, Ralf Schlter, Hermann Ney |
| 2011 | ICASSP | EM-style optimization of hidden conditional random fields for grapheme-to-phoneme conversion. | Georg Heigold, Stefan Hahn, Patrick Lehnen, Hermann Ney |
| 2010 | ICASSP | Discriminative HMMS, log-linear models, and CRFS: What is the difference? | Georg Heigold, Simon Wiesler, Markus Nubaum-Thom, Patrick Lehnen, Ralf Schlter, Hermann Ney |
| 2010 | Interspeech | A discriminative splitting criterion for phonetic decision trees. | Simon Wiesler, Georg Heigold, Markus Nubaum-Thom, Ralf Schlter, Hermann Ney |
| 2009 | ASRU | Generalized likelihood ratio discriminant analysis. | Muhammad Ali Tahir, Georg Heigold, Christian Plahl, Ralf Schlter, Hermann Ney |
| 2009 | ASRU | Investigations on features for log-linear acoustic models in continuous speech recognition. | Simon Wiesler, Markus Nubaum-Thom, Georg Heigold, Ralf Schlter, Hermann Ney |
| 2009 | ICASSP | Modified MPE/MMI in a transducer-based framework. | Georg Heigold, Ralf Schlter, Hermann Ney |
| 2009 | ICASSP | A flat direct model for speech recognition. | Georg Heigold, Geoffrey Zweig, Xiao Li, Patrick Nguyen |
| 2009 | ICDAR | Confidence-Based Discriminative Training for Model Adaptation in Offline Arabic Handwriting Recognition. | Philippe Dreuw, Georg Heigold, Hermann Ney |
| 2009 | Interspeech | Optimizing CRFs for SLU tasks in various languages using modified training criteria. | Stefan Hahn, Patrick Lehnen, Georg Heigold, Hermann Ney |
| 2009 | Interspeech | Investigations on convex optimization using log-linear HMMs for digit string recognition. | Georg Heigold, David Rybach, Ralf Schlter, Hermann Ney |
| 2009 | Interspeech | Development of the GALE 2008 Mandarin LVCSR system. | Christian Plahl, Bjrn Hoffmeister, Georg Heigold, Jonas Lf, Ralf Schlter, Hermann Ney |
| 2009 | Interspeech | The RWTH aachen university open source speech recognition system. | David Rybach, Christian Gollan, Georg Heigold, Bjrn Hoffmeister, Jonas Lf, Ralf Schlter, Hermann Ney |
| 2008 | ICASSP | A GIS-like training algorithm for log-linear models with hidden variables. | Georg Heigold, Thomas Deselaers, Ralf Schlter, Hermann Ney |
| 2008 | ICML | Modified MMI/MPE: a direct evaluation of the margin in speech recognition. | Georg Heigold, Thomas Deselaers, Ralf Schlter, Hermann Ney |
| 2008 | ICPR | SVMs, Gaussian mixtures, and their generative/discriminative fusion. | Thomas Deselaers, Georg Heigold, Hermann Ney |
| 2008 | Interspeech | On the equivalence of Gaussian and log-linear HMMs. | Georg Heigold, Patrick Lehnen, Ralf Schlter, Hermann Ney |
| 2008 | Interspeech | Recent improvements of the RWTH GALE Mandarin LVCSR system. | Christian Plahl, Bjrn Hoffmeister, Mei-Yuh Hwang, Danju Lu, Georg Heigold, Jonas Lf, Ralf Schlter, Hermann Ney |
| 2007 | ASRU | Development of the 2007 RWTH Mandarin LVCSR system. | Bjrn Hoffmeister, Christian Plahl, Peter Fritz, Georg Heigold, Jonas Lf, Ralf Schlter, Hermann Ney |
| 2007 | Interspeech | Speech recognition with state-based nearest neighbour classifiers. | Thomas Deselaers, Georg Heigold, Hermann Ney |
| 2007 | Interspeech | On the equivalence of Gaussian HMM and Gaussian HMM-like hidden conditional random fields. | Georg Heigold, Ralf Schlter, Hermann Ney |
| 2007 | Interspeech | The RWTH 2007 TC-STAR evaluation system for european English and Spanish. | Jonas Lf, Christian Gollan, Stefan Hahn, Georg Heigold, Bjrn Hoffmeister, Christian Plahl, David Rybach, Ralf Schlter, Hermann Ney |
| 2006 | Interspeech | The 2006 RWTH parliamentary speeches transcription system. | Jonas Lf, Maximilian Bisani, Christian Gollan, Georg Heigold, Bjrn Hoffmeister, Christian Plahl, Ralf Schlter, Hermann Ney |