Samy Bengio
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
93
Venues
28
Active years
1987–2026
Best venue rank
A*
Where they publish
- MulticonferenceICASSP17 papers
- A*ICLR15 papers
- AInterspeech11 papers
- A*ICML9 papers
- A*CVPR6 papers
- BICPR6 papers
- BESANN3 papers
- CICANN3 papers
- BICIP3 papers
- BCoNLL2 papers
- AEACL1 paper
- A*ACL1 paper
- A*KDD1 paper
- NationalAMTA1 paper
- A*CHI1 paper
- BICMI1 paper
- A*ECCV1 paper
- A*WWW1 paper
- A*IJCAI1 paper
- NationalIBPRIA1 paper
- AustralasianAI1 paper
- BDAS1 paper
- ACIKM1 paper
- AustralasianICITA1 paper
- AICDAR1 paper
- BICFHR1 paper
- CICEC1 paper
- A*CRYPTO1 paper
Papers
93 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | Reasoning's Razor: Reasoning Improves Accuracy but Hurts Recall at Critical Operating Points in Safety and Hallucination Detection. | Atoosa Malemir Chegini, Hamid Kazemi, Garrett Souza, Maria Safi, Yang Song, Samy Bengio, Sinead Williamson, Mehrdad Farajtabar |
| 2025 | ACL | TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining. | Jeffrey Li, Mohammadreza Armandpour, Iman Mirzadeh, Sachin Mehta, Vaishaal Shankar, Raviteja Vemulapalli, Samy Bengio, Oncel Tuzel, Mehrdad Farajtabar, Hadi Pouransari, Fartash Faghri |
| 2025 | ICLR | GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models. | Iman Mirzadeh, Keivan Alizadeh, Hooman Shahrokhi, Oncel Tuzel, Samy Bengio, Mehrdad Farajtabar |
| 2024 | ICLR | When can transformers reason with abstract symbols? | Enric Boix-Adser, Omid Saremi, Emmanuel Abbe, Samy Bengio, Etai Littwin, Joshua M. Susskind |
| 2024 | ICLR | What Algorithms can Transformers Learn? A Study in Length Generalization. | Hattie Zhou, Arwen Bradley, Etai Littwin, Noam Razin, Omid Saremi, Joshua M. Susskind, Samy Bengio, Preetum Nakkiran |
| 2023 | ICLR | Continuous pseudo-labeling from the start. | Dan Berrebbi, Ronan Collobert, Samy Bengio, Navdeep Jaitly, Tatiana Likhomanenko |
| 2023 | ICML | Generalization on the Unseen, Logic Reasoning and Degree Curriculum. | Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Kevin Rizk |
| 2020 | ICLR | Fantastic Generalization Measures and Where to Find Them. | Yiding Jiang, Behnam Neyshabur, Hossein Mobahi, Dilip Krishnan, Samy Bengio |
| 2020 | ICLR | Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML. | Aniruddh Raghu, Maithra Raghu, Samy Bengio, Oriol Vinyals |
| 2020 | ICLR | Identity Crisis: Memorization and Generalization Under Extreme Overparameterization. | Chiyuan Zhang, Samy Bengio, Moritz Hardt, Michael C. Mozer, Yoram Singer |
| 2019 | CVPR | You Look Twice: GaterNet for Dynamic Filter Selection in CNNs. | Zhourong Chen, Yang Li, Samy Bengio, Si Si |
| 2019 | ICLR | Predicting the Generalization Gap in Deep Networks with Margin Distributions. | Yiding Jiang, Dilip Krishnan, Hossein Mobahi, Samy Bengio |
| 2019 | ICML | Area Attention. | Yang Li, Lukasz Kaiser, Samy Bengio, Si Si |
| 2019 | KDD | Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks. | Wei-Lin Chiang, Xuanqing Liu, Si Si, Yang Li, Samy Bengio, Cho-Jui Hsieh |
| 2018 | AMTA | Tensor2Tensor for Neural Machine Translation. | Ashish Vaswani, Samy Bengio, Eugene Brevdo, Franois Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, Lukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit |
| 2018 | CHI | Predicting Human Performance in Vertical Menu Selection Using Deep Learning. | Yang Li, Samy Bengio, Gilles Bailly |
| 2018 | ICASSP | On Using Backpropagation for Speech Texture Generation and Voice Conversion. | Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio |
| 2018 | ICLR | Time-Dependent Representation for Neural Event Sequence Prediction. | Yang Li, Nan Du, Samy Bengio |
| 2018 | ICML | Fast Decoding in Sequence Models Using Discrete Latent Variables. | Lukasz Kaiser, Samy Bengio, Aurko Roy, Ashish Vaswani, Niki Parmar, Jakob Uszkoreit, Noam Shazeer |
| 2017 | CVPR | Context-Aware Captions from Context-Agnostic Supervision. | Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik |
| 2017 | ICLR | Neural Combinatorial Optimization with Reinforcement Learning. | Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, Samy Bengio |
| 2017 | ICLR | Density estimation using Real NVP. | Laurent Dinh, Jascha Sohl-Dickstein, Samy Bengio |
| 2017 | ICLR | Learning to Remember Rare Events. | Lukasz Kaiser, Ofir Nachum, Aurko Roy, Samy Bengio |
| 2017 | ICLR | Adversarial Machine Learning at Scale. | Alexey Kurakin, Ian J. Goodfellow, Samy Bengio |
| 2017 | ICLR | Adversarial examples in the physical world. | Alexey Kurakin, Ian J. Goodfellow, Samy Bengio |
| 2017 | ICLR | Understanding deep learning requires rethinking generalization. | Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals |
| 2017 | ICML | Sharp Minima Can Generalize For Deep Nets. | Laurent Dinh, Razvan Pascanu, Samy Bengio, Yoshua Bengio |
| 2017 | ICML | Device Placement Optimization with Reinforcement Learning. | Azalia Mirhoseini, Hieu Pham, Quoc V. Le, Benoit Steiner, Rasmus Larsen, Yuefeng Zhou, Naveen Kumar, Mohammad Norouzi, Samy Bengio, Jeff Dean |
| 2017 | Interspeech | Tacotron: Towards End-to-End Speech Synthesis. | Yuxuan Wang, R. J. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc V. Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous |
| 2016 | CoNLL | Generating Sentences from a Continuous Space. | Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew M. Dai, Rafal Jzefowicz, Samy Bengio |
| 2016 | ICASSP | End-to-end text-dependent speaker verification. | Georg Heigold, Ignacio Moreno, Samy Bengio, Noam Shazeer |
| 2016 | ICML | ADIOS: Architectures Deep In Output Space. | Moustapha Ciss, Maruan Al-Shedivat, Samy Bengio |
| 2015 | CVPR | Learning semantic relationships for better action retrieval in images. | Vignesh Ramanathan, Congcong Li, Jia Deng, Wei Han, Zhen Li, Kunlong Gu, Yang Song, Samy Bengio, Chuck Rosenberg, Li Fei-Fei |
| 2015 | CVPR | Show and tell: A neural image caption generator. | Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan |
| 2015 | ICMI | Sharing Representations for Long Tail Computer Vision Problems. | Samy Bengio |
| 2014 | ECCV | Large-Scale Object Classification Using Label Relation Graphs. | Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy, Samy Bengio, Yuan Li, Hartmut Neven, Hartwig Adam |
| 2014 | Interspeech | Word embeddings for speech recognition. | Samy Bengio, Georg Heigold |
| 2014 | WWW | Local collaborative ranking. | Joonseok Lee, Samy Bengio, Seungyeon Kim, Guy Lebanon, Yoram Singer |
| 2011 | IJCAI | WSABIE: Scaling Up to Large Vocabulary Image Annotation. | Jason Weston, Samy Bengio, Nicolas Usunier |
| 2009 | IBPRIA | Large Scale Online Learning of Image Similarity through Ranking. | Gal Chechik, Varun Sharma, Uri Shalit, Samy Bengio |
| 2008 | ICML | A distance model for rhythms. | Jean-Franois Paiement, Yves Grandvalet, Samy Bengio, Douglas Eck |
| 2007 | ESANN | A supervised learning approach based on STDP and polychronization in spiking neuron networks. | Hlne Paugam-Moisy, Rgis Martinez, Samy Bengio |
| 2007 | ICASSP | Estimating the Confidence Interval of Expected Performance Curve in Biometric Authentication using Joint Bootstrap. | Norman Poh, Samy Bengio |
| 2007 | Interspeech | Learning the inter-frame distance for discriminative template-based keyword detection. | David Grangier, Samy Bengio |
| 2006 | AI | Probabilistic Melodic Harmonization. | Jean-Franois Paiement, Douglas Eck, Samy Bengio |
| 2006 | CoNLL | Investigating Lexical Substitution Scoring for Subtitle Generation. | Oren Glickman, Ido Dagan, Walter Daelemans, Mikaela Keller, Samy Bengio |
| 2006 | DAS | Writer Identification for Smart Meeting Room Systems. | Marcus Liwicki, Andreas Schlapbach, Horst Bunke, Samy Bengio, Johnny Marithoz, Jonas Richiardi |
| 2006 | ICANN | A Neural Network to Retrieve Images from Text Queries. | David Grangier, Samy Bengio |
| 2006 | ICASSP | Using More Informative Posterior Probabilities for Speech Recognition. | Hamed Ketabdar, Jithendra Vepa, Samy Bengio, Herv Bourlard |
| 2006 | ICASSP | Using Chimeric Users to Construct Fusion Classifiers in Biometric Authentication Tasks: An Investigation. | Norman Poh, Samy Bengio |
| 2006 | ICASSP | Semi-Supervised Kernel Methods for Regression Estimation. | Alexei Pozdnoukhov, Samy Bengio |
| 2006 | ICPR | Graph-based transformation manifolds for invariant pattern recognition with kernel methods. | Alexei Pozdnoukhov, Samy Bengio |
| 2006 | ICPR | Graph-based transformation manifolds for invariant pattern recognition with kernel methods. | Alexei Pozdnoukhov, Samy Bengio |
| 2006 | Interspeech | Discriminative kernel-based phoneme sequence recognition. | Joseph Keshet, Shai Shalev-Shwartz, Samy Bengio, Yoram Singer, Dan Chazan |
| 2006 | Interspeech | Posterior based keyword spotting with a priori thresholds. | Hamed Ketabdar, Jithendra Vepa, Samy Bengio, Herv Bourlard |
| 2005 | CIKM | Inferring document similarity from hyperlinks. | David Grangier, Samy Bengio |
| 2005 | CVPR | Semi-Supervised Adapted HMMs for Unusual Event Detection. | Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan |
| 2005 | ICANN | A Neural Network for Text Representation. | Mikaela Keller, Samy Bengio |
| 2005 | ICASSP | Boosting word error rates. | Christos Dimitrakakis, Samy Bengio |
| 2005 | ICASSP | Detecting Group Interest-Level in Meetings. | Daniel Gatica-Perez, Iain McCowan, Dong Zhang, Samy Bengio |
| 2005 | ICASSP | F-ratio Client-Dependent Normalisation for Biometric Authentication Tasks. | Norman Poh, Samy Bengio |
| 2005 | ICITA | On Accuracy/Robustness/Complexity Trade-Offs in Face Verification. | Conrad Sanderson, Fabien Cardinaux, Samy Bengio |
| 2005 | ICML | A graphical model for chord progressions embedded in a psychoacoustic space. | Jean-Franois Paiement, Douglas Eck, Samy Bengio, David Barber |
| 2005 | Interspeech | Developing and enhancing posterior based speech recognition systems. | Hamed Ketabdar, Jithendra Vepa, Samy Bengio, Herv Bourlard |
| 2004 | CVPR | Modeling Individual and Group Actions in Meetings: A Two-Layer HMM Framework. | Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan, Guillaume Lathoud |
| 2004 | ESANN | HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems. | Silvia Chiappa, Nicolas Donckers, Samy Bengio, Frdric Vrins |
| 2004 | ESANN | Online policy adaptation for ensemble classifiers. | Christos Dimitrakakis, Samy Bengio |
| 2004 | ICASSP | A gentle Hessian for efficient gradient descent. | Ronan Collobert, Samy Bengio |
| 2004 | ICASSP | Boosting HMMs with an application to speech recognition. | Christos Dimitrakakis, Samy Bengio |
| 2004 | ICASSP | Joint decoding for phoneme-grapheme continuous speech recognition. | Mathew Magimai-Doss, Samy Bengio, Herv Bourlard |
| 2004 | ICASSP | Why do multi-stream, multi-band and multi-modal approaches work on biometric user authentication tasks? | Norman Poh, Samy Bengio |
| 2004 | ICIP | Estimating the quality of face localization for face verification. | Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Marithoz |
| 2004 | ICIP | Statistical transformations of frontal models for non-frontal face verification. | Conrad Sanderson, Samy Bengio |
| 2004 | ICML | Links between perceptrons, MLPs and SVMs. | Ronan Collobert, Samy Bengio |
| 2004 | ICPR | Face Authentication Test on the BANCA Database. | Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sbastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, LinLin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Mller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Wrtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez |
| 2004 | ICPR | Tangent Vector Kernels for Invariant Image Classification with SVMs. | Alexei Pozdnoukhov, Samy Bengio |
| 2003 | ICANN | Client Dependent GMM-SVM Models for Speaker Verification. | Quan Le, Samy Bengio |
| 2003 | ICASSP | Modeling human interaction in meetings. | Iain McCowan, Samy Bengio, Daniel Gatica-Perez, Guillaume Lathoud, Florent Monay, Darren Moore, Pierre Wellner, Herv Bourlard |
| 2003 | ICASSP | Improving face authentication using virtual samples. | Norman Poh Hoon Thian, Sbastien Marcel, Samy Bengio |
| 2003 | ICDAR | Offline Recognition of Large Vocabulary Cursive Handwritten Text. | Alessandro Vinciarelli, Samy Bengio, Horst Bunke |
| 2003 | ICIP | On automatic annotation of meeting databases. | Mark Barnard, Samy Bengio, Herv Bourlard, Daniel Gatica-Perez, Iain McCowan |
| 2002 | ICASSP | Increasing speech recognition robustness with HMM2. | Katrin Weber, Samy Bengio, Herv Bourlard |
| 2002 | ICFHR | Writer adaptation techniques in off-line cursive word recognition. | Alessandro Vinciarelli, Samy Bengio |
| 2002 | ICPR | Improving Face Verification Using Skin Color Information. | Sbastien Marcel, Samy Bengio |
| 2002 | ICPR | Offline Cursive Word Recognition using Continuous Density Hidden Markov Models Trained with PCA or ICA Features. | Alessandro Vinciarelli, Samy Bengio |
| 2002 | Interspeech | A comparative study of adaptation methods for speaker verification. | Johnny Marithoz, Samy Bengio |
| 2002 | Interspeech | Evaluation of formant-like features for ASR. | Katrin Weber, Febe de Wet, Bert Cranen, Lou Boves, Samy Bengio, Herv Bourlard |
| 2001 | ICASSP | Learning the decision function for speaker verification. | Samy Bengio, Johnny Marithoz |
| 2001 | Interspeech | HMM2- extraction of formant structures and their use for robust ASR. | Katrin Weber, Samy Bengio, Herv Bourlard |
| 2000 | Interspeech | Automatic speech recognition using dynamic bayesian networks with both acoustic and articulatory variables. | Todd A. Stephenson, Herv Bourlard, Samy Bengio, Andrew C. Morris |
| 2000 | Interspeech | HMM2- a novel approach to HMM emission probability estimation. | Katrin Weber, Samy Bengio, Herv Bourlard |
| 1994 | ICEC | Use of Genetic Programming for the Search of a New Learning Rule for Neural Networks. | Samy Bengio, Yoshua Bengio, Jocelyn Cloutier |
| 1987 | CRYPTO | Special Uses and Abuses of the Fiat-Shamir Passport Protocol. | Yvo Desmedt, Claude Goutier, Samy Bengio |