default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDGeorg Heigold
Person information
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
[c49]Georg Heigold, Daniel Keysers, Matthias Minderer, Mario Lucic, Alexey A. Gritsenko
, Fisher Yu, Alex Bewley, Thomas Kipf:
Video OWL-ViT: Temporally-consistent open-world localization in video. ICCV 2023: 13756-13765- [i9]Georg Heigold, Matthias Minderer, Alexey A. Gritsenko, Alex Bewley, Daniel Keysers, Mario Lucic, Fisher Yu, Thomas Kipf:
Video OWL-ViT: Temporally-consistent open-world localization in video. CoRR abs/2308.11093 (2023) - 2022
- [c48]Thomas Kipf, Gamaleldin Fathy Elsayed, Aravindh Mahendran, Austin Stone, Sara Sabour, Georg Heigold, Rico Jonschkowski, Alexey Dosovitskiy, Klaus Greff:
Conditional Object-Centric Learning from Video. ICLR 2022 - 2021
- [c47]Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lucic, Cordelia Schmid:
ViViT: A Video Vision Transformer. ICCV 2021: 6816-6826 - [c46]Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby:
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. ICLR 2021 - [i8]Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lucic, Cordelia Schmid:
ViViT: A Video Vision Transformer. CoRR abs/2103.15691 (2021) - [i7]Thomas Kipf, Gamaleldin F. Elsayed, Aravindh Mahendran, Austin Stone, Sara Sabour, Georg Heigold, Rico Jonschkowski, Alexey Dosovitskiy, Klaus Greff:
Conditional Object-Centric Learning from Video. CoRR abs/2111.12594 (2021) - 2020
- [c45]Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf:
Object-Centric Learning with Slot Attention. NeurIPS 2020 - [i6]Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf:
Object-Centric Learning with Slot Attention. CoRR abs/2006.15055 (2020) - [i5]Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby:
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. CoRR abs/2010.11929 (2020)
2010 – 2019
- 2018
- [c44]Georg Heigold, Stalin Varanasi, Günter Neumann, Josef van Genabith:
How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? AMTA (1) 2018: 68-80 - 2017
- [j11]Aljoscha Burchardt, Vivien Macketanz, Jon Dehdari, Georg Heigold, Jan-Thorsten Peter, Philip Williams:
A Linguistic Evaluation of Rule-Based, Phrase-Based, and Neural MT Engines. Prague Bull. Math. Linguistics 108: 159-170 (2017) - [c43]Hans Uszkoreit, Aleksandra Gabryszak, Leonhard Hennig, Jörg Steffen, Renlong Ai, Stephan Busemann, Jon Dehdari, Josef van Genabith, Georg Heigold, Nils Rethmeier, Raphael Rubino, Sven Schmeier, Philippe Thomas, He Wang, Feiyu Xu:
Common Round: Application of Language Technologies to Large-Scale Web Debates. EACL (Software Demonstrations) 2017: 5-8 - [c42]Georg Heigold, Guenter Neumann, Josef van Genabith:
An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages. EACL (1) 2017: 505-513 - [c41]Ryan Cotterell, Georg Heigold:
Cross-lingual Character-Level Neural Morphological Tagging. EMNLP 2017: 748-759 - [i4]Georg Heigold, Günter Neumann, Josef van Genabith:
How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? CoRR abs/1704.04441 (2017) - [i3]Ryan Cotterell, Georg Heigold:
Cross-lingual, Character-Level Neural Morphological Tagging. CoRR abs/1708.09157 (2017) - 2016
- [c40]Georg Heigold, Josef van Genabith, Günter Neumann:
Scaling character-based morphological tagging to fourteen languages. IEEE BigData 2016: 3895-3902 - [c39]Georg Heigold, Ignacio Moreno, Samy Bengio, Noam Shazeer:
End-to-end text-dependent speaker verification. ICASSP 2016: 5115-5119 - [i2]Georg Heigold, Guenter Neumann, Josef van Genabith:
Neural Morphological Tagging from Characters for Morphologically Rich Languages. CoRR abs/1606.06640 (2016) - 2015
- [c38]Ehsan Variani, Erik McDermott, Georg Heigold:
A Gaussian Mixture Model layer jointly optimized with discriminative features within a Deep Neural Network architecture. ICASSP 2015: 4270-4274 - [i1]Georg Heigold, Ignacio Moreno, Samy Bengio, Noam Shazeer:
End-to-End Text-Dependent Speaker Verification. CoRR abs/1509.08062 (2015) - 2014
- [c37]Guoguo Chen, Carolina Parada, Georg Heigold:
Small-footprint keyword spotting using deep neural networks. ICASSP 2014: 4087-4091 - [c36]Georg Heigold, Erik McDermott, Vincent Vanhoucke, Andrew W. Senior, Michiel Bacchiani:
Asynchronous stochastic optimization for sequence training of deep neural networks. ICASSP 2014: 5587-5591 - [c35]Andrew W. Senior, Georg Heigold, Michiel Bacchiani, Hank Liao:
GMM-free DNN acoustic model training. ICASSP 2014: 5602-5606 - [c34]Samy Bengio, Georg Heigold:
Word embeddings for speech recognition. INTERSPEECH 2014: 1053-1057 - [c33]Hasim Sak, Oriol Vinyals, Georg Heigold, Andrew W. Senior, Erik McDermott, Rajat Monga, Mark Z. Mao:
Sequence discriminative distributed training of long short-term memory recurrent neural networks. INTERSPEECH 2014: 1209-1213 - [c32]Erik McDermott, Georg Heigold, Pedro J. Moreno, Andrew W. Senior, Michiel Bacchiani:
Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data. INTERSPEECH 2014: 1224-1228 - [c31]Michiel Bacchiani, Andrew W. Senior, Georg Heigold:
Asynchronous, online, GMM-free training of a context dependent acoustic model for speech recognition. INTERSPEECH 2014: 1900-1904 - 2013
- [j10]Stephen J. Wright, Dimitri Kanevsky, Li Deng, Xiaodong He, Georg Heigold, Haizhou Li:
Optimization Algorithms and Applications for Speech and Language Processing. IEEE Trans. Speech Audio Process. 21(11): 2231-2243 (2013) - [j9]Georg Heigold, Hermann Ney, Ralf Schlüter:
Investigations on an EM-Style Optimization Algorithm for Discriminative Training of HMMs. IEEE ACM Trans. Audio Speech Lang. Process. 21(12): 2616-2626 (2013) - [c30]Andrew W. Senior, Georg Heigold, Marc'Aurelio Ranzato, Ke Yang:
An empirical study of learning rates in deep neural networks for speech recognition. ICASSP 2013: 6724-6728 - [c29]Vincent Vanhoucke, Matthieu Devin, Georg Heigold:
Multiframe deep neural networks for acoustic modeling. ICASSP 2013: 7582-7585 - [c28]Xin Lei, Hui Lin, Georg Heigold:
Deep neural networks with auxiliary Gaussian mixture models for real-time speech recognition. ICASSP 2013: 7634-7638 - [c27]Georg Heigold, Vincent Vanhoucke, Andrew W. Senior, Patrick Nguyen, Marc'Aurelio Ranzato, Matthieu Devin, Jeffrey Dean:
Multilingual acoustic models using distributed deep neural networks. ICASSP 2013: 8619-8623 - 2012
- [j8]Thomas Deselaers, Tobias Gass, Georg Heigold, Hermann Ney:
Latent Log-Linear Models for Handwritten Digit Classification. IEEE Trans. Pattern Anal. Mach. Intell. 34(6): 1105-1117 (2012) - [j7]Georg Heigold, Hermann Ney, Ralf Schlüter, Simon Wiesler:
Discriminative Training for Automatic Speech Recognition: Modeling, Criteria, Optimization, Implementation, and Performance. IEEE Signal Process. Mag. 29(6): 58-69 (2012) - [j6]Björn Hoffmeister, Georg Heigold, David Rybach, Ralf Schlüter, Hermann Ney:
WFST Enabled Solutions to ASR Problems: Beyond HMM Decoding. IEEE Trans. Speech Audio Process. 20(2): 551-564 (2012) - [c26]Georg Heigold, Patrick Nguyen, Mitchel Weintraub, Vincent Vanhoucke:
Investigations on exemplar-based features for speech recognition towards thousands of hours of unsupervised, noisy data. ICASSP 2012: 4437-4440 - [c25]Dimitri Kanevsky, Georg Heigold, Stephen J. Wright, Hermann Ney:
Overview of large scale optimization for discriminative training in speech recognition. ICASSP 2012: 5233-5236 - [c24]Markus Nußbaum-Thom, Zoltán Tüske, Georg Heigold, Ralf Schlüter, Hermann Ney:
Posterior-Scaled MPE: Novel Discriminative Training Criteria. INTERSPEECH 2012: 2614-2617 - [c23]Georg Heigold:
Exemplar-based speech recognition in a rescoring approach. MLSLP 2012 - 2011
- [j5]Philippe Dreuw, Georg Heigold, Hermann Ney:
Confidence- and margin-based MMI/MPE discriminative training for off-line handwriting recognition. Int. J. Document Anal. Recognit. 14(3): 273-288 (2011) - [j4]Georg Heigold, Hermann Ney, Patrick Lehnen, Tobias Gass, Ralf Schlüter:
Equivalence of Generative and Log-Linear Models. IEEE Trans. Speech Audio Process. 19(5): 1138-1148 (2011) - [c22]Georg Heigold, Stefan Hahn, Patrick Lehnen, Hermann Ney:
EM-style optimization of hidden conditional random fields for grapheme-to-phoneme conversion. ICASSP 2011: 4920-4923 - 2010
- [b1]Georg Heigold:
A log-linear discriminative modeling framework for speech recognition. RWTH Aachen University, 2010, pp. 1-191 - [j3]Georg Heigold, Philippe Dreuw, Stefan Hahn, Ralf Schlüter, Hermann Ney:
Margin-Based Discriminative Training for String Recognition. IEEE J. Sel. Top. Signal Process. 4(6): 917-925 (2010) - [j2]Patrick Nguyen, Georg Heigold, Geoffrey Zweig:
Speech Recognition With Flat Direct Models. IEEE J. Sel. Top. Signal Process. 4(6): 994-1006 (2010) - [j1]Thomas Deselaers, Georg Heigold, Hermann Ney:
Object classification by fusing SVMs and Gaussian mixtures. Pattern Recognit. 43(7): 2476-2484 (2010) - [c21]Georg Heigold, Simon Wiesler, Markus Nußbaum-Thom, Patrick Lehnen, Ralf Schlüter, Hermann Ney:
Discriminative HMMS, log-linear models, and CRFS: What is the difference? ICASSP 2010: 5546-5549 - [c20]Simon Wiesler, Georg Heigold, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney:
A discriminative splitting criterion for phonetic decision trees. INTERSPEECH 2010: 54-57 - [p1]Georg Heigold:
Eine Formulierung für den log-linearen, diskriminativen Ansatz in der Spracherkennung. Ausgezeichnete Informatikdissertationen 2010: 91-100
2000 – 2009
- 2009
- [c19]Simon Wiesler, Markus Nußbaum-Thom, Georg Heigold, Ralf Schlüter, Hermann Ney:
Investigations on features for log-linear acoustic models in continuous speech recognition. ASRU 2009: 52-57 - [c18]Muhammad Ali Tahir, Georg Heigold, Christian Plahl, Ralf Schlüter, Hermann Ney:
Generalized likelihood ratio discriminant analysis. ASRU 2009: 76-81 - [c17]Georg Heigold, Ralf Schlüter, Hermann Ney:
Modified MPE/MMI in a transducer-based framework. ICASSP 2009: 3749-3752 - [c16]Georg Heigold, Geoffrey Zweig, Xiao Li, Patrick Nguyen:
A flat direct model for speech recognition. ICASSP 2009: 3861-3864 - [c15]Philippe Dreuw, Georg Heigold, Hermann Ney:
Confidence-Based Discriminative Training for Model Adaptation in Offline Arabic Handwriting Recognition. ICDAR 2009: 596-600 - [c14]Georg Heigold, David Rybach, Ralf Schlüter, Hermann Ney:
Investigations on convex optimization using log-linear HMMs for digit string recognition. INTERSPEECH 2009: 216-219 - [c13]Christian Plahl, Björn Hoffmeister, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney:
Development of the GALE 2008 Mandarin LVCSR system. INTERSPEECH 2009: 2107-2110 - [c12]David Rybach, Christian Gollan, Georg Heigold, Björn Hoffmeister, Jonas Lööf, Ralf Schlüter, Hermann Ney:
The RWTH aachen university open source speech recognition system. INTERSPEECH 2009: 2111-2114 - [c11]Stefan Hahn, Patrick Lehnen, Georg Heigold, Hermann Ney:
Optimizing CRFs for SLU tasks in various languages using modified training criteria. INTERSPEECH 2009: 2727-2730 - 2008
- [c10]Georg Heigold, Thomas Deselaers, Ralf Schlüter, Hermann Ney:
A GIS-like training algorithm for log-linear models with hidden variables. ICASSP 2008: 4045-4048 - [c9]Georg Heigold, Thomas Deselaers, Ralf Schlüter, Hermann Ney:
Modified MMI/MPE: a direct evaluation of the margin in speech recognition. ICML 2008: 384-391 - [c8]Thomas Deselaers, Georg Heigold, Hermann Ney:
SVMs, Gaussian mixtures, and their generative/discriminative fusion. ICPR 2008: 1-4 - [c7]Georg Heigold, Patrick Lehnen, Ralf Schlüter, Hermann Ney:
On the equivalence of Gaussian and log-linear HMMs. INTERSPEECH 2008: 273-276 - [c6]Christian Plahl, Björn Hoffmeister, Mei-Yuh Hwang, Danju Lu, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney:
Recent improvements of the RWTH GALE Mandarin LVCSR system. INTERSPEECH 2008: 2426-2429 - 2007
- [c5]Björn Hoffmeister, Christian Plahl, Peter Fritz, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney:
Development of the 2007 RWTH Mandarin LVCSR system. ASRU 2007: 455-460 - [c4]Georg Heigold, Ralf Schlüter, Hermann Ney:
On the equivalence of Gaussian HMM and Gaussian HMM-like hidden conditional random fields. INTERSPEECH 2007: 1721-1724 - [c3]Thomas Deselaers, Georg Heigold, Hermann Ney:
Speech recognition with state-based nearest neighbour classifiers. INTERSPEECH 2007: 2093-2096 - [c2]Jonas Lööf, Christian Gollan, Stefan Hahn, Georg Heigold, Björn Hoffmeister, Christian Plahl, David Rybach, Ralf Schlüter, Hermann Ney:
The RWTH 2007 TC-STAR evaluation system for european English and Spanish. INTERSPEECH 2007: 2145-2148 - 2006
- [c1]Jonas Lööf, Maximilian Bisani, Christian Gollan, Georg Heigold, Björn Hoffmeister, Christian Plahl, Ralf Schlüter, Hermann Ney:
The 2006 RWTH parliamentary speeches transcription system. INTERSPEECH 2006
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:15 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
