Georg Heigold - RankMe

72 papers A* 7A 17B 1C 3Misc 16Journal 21Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Massive Sound Embedding Benchmark (MSEB). CoRR Georg Heigold, Ehsan Variani, Tom Bagby, Cyril Allauzen, Ji Ma, Shankar Kumar, Michael Riley
2023	A*	`conf`	Video OWL-ViT: Temporally-consistent open-world localization in video. ICCV Georg Heigold, Daniel Keysers, Matthias Minderer, Mario Lucic, Alexey A. Gritsenko, Fisher Yu, Alex Bewley, Thomas Kipf
2023	J	`jnl`	Video OWL-ViT: Temporally-consistent open-world localization in video. CoRR Georg Heigold, Matthias Minderer, Alexey A. Gritsenko, Alex Bewley, Daniel Keysers, Mario Lucic, Fisher Yu, Thomas Kipf
2022	A*	`conf`	Conditional Object-Centric Learning from Video. ICLR Thomas Kipf, Gamaleldin Fathy Elsayed, Aravindh Mahendran, Austin Stone, Sara Sabour, Georg Heigold, Rico Jonschkowski, Alexey Dosovitskiy, Klaus Greff
2021	A*	`conf`	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. ICLR Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby
2021	J	`jnl`	Conditional Object-Centric Learning from Video. CoRR Thomas Kipf, Gamaleldin F. Elsayed, Aravindh Mahendran, Austin Stone, Sara Sabour, Georg Heigold, Rico Jonschkowski, Alexey Dosovitskiy, Klaus Greff
2021	A*	`conf`	ViViT: A Video Vision Transformer. ICCV Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lucic, Cordelia Schmid
2021	J	`jnl`	ViViT: A Video Vision Transformer. CoRR Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lucic, Cordelia Schmid
2020	J	`jnl`	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. CoRR Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby
2020	A*	`conf`	Object-Centric Learning with Slot Attention. NeurIPS Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf
2020	J	`jnl`	Object-Centric Learning with Slot Attention. CoRR Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf
2018	—	`conf`	How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? AMTA (1) Georg Heigold, Stalin Varanasi, Günter Neumann, Josef van Genabith
2017	J	`jnl`	A Linguistic Evaluation of Rule-Based, Phrase-Based, and Neural MT Engines. Prague Bull. Math. Linguistics Aljoscha Burchardt, Vivien Macketanz, Jon Dehdari, Georg Heigold, Jan-Thorsten Peter, Philip Williams
2017	—	`conf`	An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages. EACL (1) Georg Heigold, Guenter Neumann, Josef van Genabith
2017	—	`conf`	Common Round: Application of Language Technologies to Large-Scale Web Debates. EACL (Software Demonstrations) 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
2017	A*	`conf`	Cross-lingual Character-Level Neural Morphological Tagging. EMNLP Ryan Cotterell, Georg Heigold
2017	J	`jnl`	Cross-lingual, Character-Level Neural Morphological Tagging. CoRR Ryan Cotterell, Georg Heigold
2017	J	`jnl`	How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? CoRR Georg Heigold, Günter Neumann, Josef van Genabith
2016	Misc	`conf`	End-to-end text-dependent speaker verification. ICASSP Georg Heigold, Ignacio Moreno, Samy Bengio, Noam Shazeer
2016	J	`jnl`	Neural Morphological Tagging from Characters for Morphologically Rich Languages. CoRR Georg Heigold, Guenter Neumann, Josef van Genabith
2016	—	`conf`	Scaling character-based morphological tagging to fourteen languages. IEEE BigData Georg Heigold, Josef van Genabith, Günter Neumann
2015	Misc	`conf`	A Gaussian Mixture Model layer jointly optimized with discriminative features within a Deep Neural Network architecture. ICASSP Ehsan Variani, Erik McDermott, Georg Heigold
2015	J	`jnl`	End-to-End Text-Dependent Speaker Verification. CoRR Georg Heigold, Ignacio Moreno, Samy Bengio, Noam Shazeer
2014	Misc	`conf`	Asynchronous stochastic optimization for sequence training of deep neural networks. ICASSP Georg Heigold, Erik McDermott, Vincent Vanhoucke, Andrew W. Senior, Michiel Bacchiani
2014	A	`conf`	Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data. INTERSPEECH Erik McDermott, Georg Heigold, Pedro J. Moreno, Andrew W. Senior, Michiel Bacchiani
2014	A	`conf`	Asynchronous, online, GMM-free training of a context dependent acoustic model for speech recognition. INTERSPEECH Michiel Bacchiani, Andrew W. Senior, Georg Heigold
2014	Misc	`conf`	GMM-free DNN acoustic model training. ICASSP Andrew W. Senior, Georg Heigold, Michiel Bacchiani, Hank Liao
2014	A	`conf`	Sequence discriminative distributed training of long short-term memory recurrent neural networks. INTERSPEECH Hasim Sak, Oriol Vinyals, Georg Heigold, Andrew W. Senior, Erik McDermott, Rajat Monga, Mark Z. Mao
2014	Misc	`conf`	Small-footprint keyword spotting using deep neural networks. ICASSP Guoguo Chen, Carolina Parada, Georg Heigold
2014	A	`conf`	Word embeddings for speech recognition. INTERSPEECH Samy Bengio, Georg Heigold
2013	Misc	`conf`	An empirical study of learning rates in deep neural networks for speech recognition. ICASSP Andrew W. Senior, Georg Heigold, Marc'Aurelio Ranzato, Ke Yang
2013	Misc	`conf`	Deep neural networks with auxiliary Gaussian mixture models for real-time speech recognition. ICASSP Xin Lei, Hui Lin, Georg Heigold
2013	J	`jnl`	Investigations on an EM-Style Optimization Algorithm for Discriminative Training of HMMs. IEEE ACM Trans. Audio Speech Lang. Process. Georg Heigold, Hermann Ney, Ralf Schlüter
2013	Misc	`conf`	Multiframe deep neural networks for acoustic modeling. ICASSP Vincent Vanhoucke, Matthieu Devin, Georg Heigold
2013	Misc	`conf`	Multilingual acoustic models using distributed deep neural networks. ICASSP Georg Heigold, Vincent Vanhoucke, Andrew W. Senior, Patrick Nguyen, Marc'Aurelio Ranzato, Matthieu Devin, Jeffrey Dean
2013	J	`jnl`	Optimization Algorithms and Applications for Speech and Language Processing. IEEE Trans. Speech Audio Process. Stephen J. Wright, Dimitri Kanevsky, Li Deng, Xiaodong He, Georg Heigold, Haizhou Li
2012	J	`jnl`	Discriminative Training for Automatic Speech Recognition: Modeling, Criteria, Optimization, Implementation, and Performance. IEEE Signal Process. Mag. Georg Heigold, Hermann Ney, Ralf Schlüter, Simon Wiesler
2012	—	`conf`	Exemplar-based speech recognition in a rescoring approach. MLSLP Georg Heigold
2012	Misc	`conf`	Investigations on exemplar-based features for speech recognition towards thousands of hours of unsupervised, noisy data. ICASSP Georg Heigold, Patrick Nguyen, Mitchel Weintraub, Vincent Vanhoucke
2012	J	`jnl`	Latent Log-Linear Models for Handwritten Digit Classification. IEEE Trans. Pattern Anal. Mach. Intell. Thomas Deselaers, Tobias Gass, Georg Heigold, Hermann Ney
2012	Misc	`conf`	Overview of large scale optimization for discriminative training in speech recognition. ICASSP Dimitri Kanevsky, Georg Heigold, Stephen J. Wright, Hermann Ney
2012	A	`conf`	Posterior-Scaled MPE: Novel Discriminative Training Criteria. INTERSPEECH Markus Nußbaum-Thom, Zoltán Tüske, Georg Heigold, Ralf Schlüter, Hermann Ney
2012	J	`jnl`	WFST Enabled Solutions to ASR Problems: Beyond HMM Decoding. IEEE Trans. Speech Audio Process. Björn Hoffmeister, Georg Heigold, David Rybach, Ralf Schlüter, Hermann Ney
2011	J	`jnl`	Confidence- and margin-based MMI/MPE discriminative training for off-line handwriting recognition. Int. J. Document Anal. Recognit. Philippe Dreuw, Georg Heigold, Hermann Ney
2011	Misc	`conf`	EM-style optimization of hidden conditional random fields for grapheme-to-phoneme conversion. ICASSP Georg Heigold, Stefan Hahn, Patrick Lehnen, Hermann Ney
2011	J	`jnl`	Equivalence of Generative and Log-Linear Models. IEEE Trans. Speech Audio Process. Georg Heigold, Hermann Ney, Patrick Lehnen, Tobias Gass, Ralf Schlüter
2010	A	`conf`	A discriminative splitting criterion for phonetic decision trees. INTERSPEECH Simon Wiesler, Georg Heigold, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney
2010	—	`—`	A log-linear discriminative modeling framework for speech recognition. Georg Heigold
2010	Misc	`conf`	Discriminative HMMS, log-linear models, and CRFS: What is the difference? ICASSP Georg Heigold, Simon Wiesler, Markus Nußbaum-Thom, Patrick Lehnen, Ralf Schlüter, Hermann Ney
2010	—	`ch.`	Eine Formulierung für den log-linearen, diskriminativen Ansatz in der Spracherkennung. Ausgezeichnete Informatikdissertationen Georg Heigold
2010	J	`jnl`	Margin-Based Discriminative Training for String Recognition. IEEE J. Sel. Top. Signal Process. Georg Heigold, Philippe Dreuw, Stefan Hahn, Ralf Schlüter, Hermann Ney
2010	J	`jnl`	Object classification by fusing SVMs and Gaussian mixtures. Pattern Recognit. Thomas Deselaers, Georg Heigold, Hermann Ney
2010	J	`jnl`	Speech Recognition With Flat Direct Models. IEEE J. Sel. Top. Signal Process. Patrick Nguyen, Georg Heigold, Geoffrey Zweig
2009	Misc	`conf`	A flat direct model for speech recognition. ICASSP Georg Heigold, Geoffrey Zweig, Xiao Li, Patrick Nguyen
2009	A	`conf`	Confidence-Based Discriminative Training for Model Adaptation in Offline Arabic Handwriting Recognition. ICDAR Philippe Dreuw, Georg Heigold, Hermann Ney
2009	A	`conf`	Development of the GALE 2008 Mandarin LVCSR system. INTERSPEECH Christian Plahl, Björn Hoffmeister, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney
2009	C	`conf`	Generalized likelihood ratio discriminant analysis. ASRU Muhammad Ali Tahir, Georg Heigold, Christian Plahl, Ralf Schlüter, Hermann Ney
2009	A	`conf`	Investigations on convex optimization using log-linear HMMs for digit string recognition. INTERSPEECH Georg Heigold, David Rybach, Ralf Schlüter, Hermann Ney
2009	C	`conf`	Investigations on features for log-linear acoustic models in continuous speech recognition. ASRU Simon Wiesler, Markus Nußbaum-Thom, Georg Heigold, Ralf Schlüter, Hermann Ney
2009	Misc	`conf`	Modified MPE/MMI in a transducer-based framework. ICASSP Georg Heigold, Ralf Schlüter, Hermann Ney
2009	A	`conf`	Optimizing CRFs for SLU tasks in various languages using modified training criteria. INTERSPEECH Stefan Hahn, Patrick Lehnen, Georg Heigold, Hermann Ney
2009	A	`conf`	The RWTH aachen university open source speech recognition system. INTERSPEECH David Rybach, Christian Gollan, Georg Heigold, Björn Hoffmeister, Jonas Lööf, Ralf Schlüter, Hermann Ney
2008	Misc	`conf`	A GIS-like training algorithm for log-linear models with hidden variables. ICASSP Georg Heigold, Thomas Deselaers, Ralf Schlüter, Hermann Ney
2008	A*	`conf`	Modified MMI/MPE: a direct evaluation of the margin in speech recognition. ICML Georg Heigold, Thomas Deselaers, Ralf Schlüter, Hermann Ney
2008	A	`conf`	On the equivalence of Gaussian and log-linear HMMs. INTERSPEECH Georg Heigold, Patrick Lehnen, Ralf Schlüter, Hermann Ney
2008	A	`conf`	Recent improvements of the RWTH GALE Mandarin LVCSR system. INTERSPEECH Christian Plahl, Björn Hoffmeister, Mei-Yuh Hwang, Danju Lu, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney
2008	B	`conf`	SVMs, Gaussian mixtures, and their generative/discriminative fusion. ICPR Thomas Deselaers, Georg Heigold, Hermann Ney
2007	C	`conf`	Development of the 2007 RWTH Mandarin LVCSR system. ASRU Björn Hoffmeister, Christian Plahl, Peter Fritz, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney
2007	A	`conf`	On the equivalence of Gaussian HMM and Gaussian HMM-like hidden conditional random fields. INTERSPEECH Georg Heigold, Ralf Schlüter, Hermann Ney
2007	A	`conf`	Speech recognition with state-based nearest neighbour classifiers. INTERSPEECH Thomas Deselaers, Georg Heigold, Hermann Ney
2007	A	`conf`	The RWTH 2007 TC-STAR evaluation system for european English and Spanish. INTERSPEECH Jonas Lööf, Christian Gollan, Stefan Hahn, Georg Heigold, Björn Hoffmeister, Christian Plahl, David Rybach, Ralf Schlüter, Hermann Ney
2006	A	`conf`	The 2006 RWTH parliamentary speeches transcription system. INTERSPEECH Jonas Lööf, Maximilian Bisani, Christian Gollan, Georg Heigold, Björn Hoffmeister, Christian Plahl, Ralf Schlüter, Hermann Ney