Navdeep Jaitly

Yizhe Zhang

CoRR, 2024

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2024

REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

KGLens: A Parameterized Knowledge Graph Solution to Assess What an LLM Does and Doesn't Know.

[BibT_eX]

[DOI]

CoRR, 2023

Generating Molecular Conformer Fields.

[BibT_eX]

[DOI]

Miguel Ángel Bautista

CoRR, 2023

Matryoshka Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

The Entity-Deduction Arena: A playground for probing the conversational reasoning and planning capabilities of LLMs.

[BibT_eX]

[DOI]

Yizhe Zhang

Jiarui Lu

CoRR, 2023

Robotic Table Tennis: A Case Study into a High Speed Learning System.

[BibT_eX]

[DOI]

CoRR, 2023

Robotic Table Tennis: A Case Study into a High Speed Learning System.

[BibT_eX]

[DOI]

Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Continuous pseudo-labeling from the start.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

More Speaking or More Speakers?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Understanding the Robustness of Multi-Exit Models under Common Corruptions.

[BibT_eX]

[DOI]

CoRR, 2022

Position Prediction as an Effective Pretraining Strategy.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Efficient Representation Learning via Adaptive Context Pooling.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Continuous Soft Pseudo-Labeling in ASR.

[BibT_eX]

[DOI]

Proceedings of the Proceedings on "I Can't Believe It's Not Better!, 2022

2021

RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

2020

Robotic Table Tennis with Model-Free Reinforcement Learning.

[BibT_eX]

[DOI]

Wenbo Gao

Laura Graesser

Krzysztof Choromanski

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Imputer: Sequence Modelling via Imputation and Dynamic Programming.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

SPIN: A High Speed, High Resolution Vision Dataset for Tracking and Action Recognition in Ping Pong.

[BibT_eX]

[DOI]

CoRR, 2019

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Hierarchical Policy Design for Sample-Efficient Learning of Robot Table Tennis Through Self-Play.

[BibT_eX]

[DOI]

CoRR, 2018

Speech Recognition for Medical Conversations.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions.

[BibT_eX]

[DOI]

Yonghui Wu

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Learning Hard Alignments with Variational Inference.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

State-of-the-Art Speech Recognition with Sequence-to-Sequence Models.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Deep Learning for Automated Occlusion Edge Detection in RGB-D Frames.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2017

Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions.

[BibT_eX]

[DOI]

Yonghui Wu

CoRR, 2017

Sequence-to-Sequence Models Can Directly Transcribe Foreign Speech.

[BibT_eX]

[DOI]

CoRR, 2017

Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model.

[BibT_eX]

[DOI]

Rob Clark

Rif A. Saurous

CoRR, 2017

Discrete Sequential Prediction of Continuous Actions for Deep RL.

[BibT_eX]

[DOI]

CoRR, 2017

An online sequence-to-sequence model for noisy speech recognition.

[BibT_eX]

[DOI]

CoRR, 2017

Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction.

[BibT_eX]

[DOI]

Akosua Busia

CoRR, 2017

Sequence-to-Sequence Models Can Directly Translate Foreign Speech.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Tacotron: Towards End-to-End Speech Synthesis.

[BibT_eX]

[DOI]

Rob Clark

Rif A. Saurous

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

An RNN Model of Text Normalization.

[BibT_eX]

[DOI]

Richard Sproat

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

An Analysis of "Attention" in Sequence-to-Sequence Models.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

A Comparison of Sequence-to-Sequence Models for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Towards Better Decoding and Language Model Integration in Sequence to Sequence Models.

[BibT_eX]

[DOI]

Jan Chorowski

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Latent Sequence Decompositions.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Very deep convolutional networks for end-to-end speech recognition.

[BibT_eX]

[DOI]

Yu Zhang

William Chan

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Learning online alignments with continuous rewards policy gradient.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

RNN Approaches to Text Normalization: A Challenge.

[BibT_eX]

[DOI]

Richard Sproat

CoRR, 2016

Protein Secondary Structure Prediction Using Deep Multi-scale Convolutional Neural Networks and Next-Step Conditioning.

[BibT_eX]

[DOI]

Akosua Busia

Jasmine Collins

CoRR, 2016

Reward Augmented Maximum Likelihood for Neural Structured Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

An Online Sequence-to-Sequence Model Using Partial Conditioning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Listen, attend and spell: A neural network for large vocabulary conversational speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Chained Predictions Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Georgia Gkioxari

Alexander Toshev

Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Discriminative and Generative Models for speech Pattern Recognition.

[BibT_eX]

[DOI]

Li Deng

Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016

2015

Exploring Deep Learning Methods for Discovering Features in Speech Signals.

[BibT_eX]

[DOI]

PhD thesis, 2015

Adversarial Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2015

A Simple Way to Initialize Recurrent Networks of Rectified Linear Units.

[BibT_eX]

[DOI]

Quoc V. Le

CoRR, 2015

An Online Sequence-to-Sequence Model Using Partial Conditioning.

[BibT_eX]

[DOI]

CoRR, 2015

Listen, Attend and Spell.

[BibT_eX]

[DOI]

CoRR, 2015

Object Recognition from Short Videos for Robotic Perception.

[BibT_eX]

[DOI]

Ivan Bogun

Anelia Angelova

CoRR, 2015

Pointer Networks.

[BibT_eX]

[DOI]

Oriol Vinyals

Meire Fortunato

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Occlusion Edge Detection in RGB-D Frames using Deep Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2014

Multi-task Neural Networks for QSAR Predictions.

[BibT_eX]

[DOI]

George E. Dahl

Ruslan Salakhutdinov

CoRR, 2014

Autoregressive product of multi-frame predictions can improve the accuracy of hybrid models.

[BibT_eX]

[DOI]

Vincent Vanhoucke

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Towards End-To-End Speech Recognition with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Alex Graves

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

MultiAlign: a multiple LC-MS analysis tool for targeted omics analysis.

[BibT_eX]

[DOI]

BMC Bioinform., 2013

Using an autoencoder with deformable templates to discover features for automated speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Hybrid speech recognition with Deep Bidirectional LSTM.

[BibT_eX]

[DOI]

Alex Graves

Abdel-rahman Mohamed

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Application of Pretrained Deep Neural Networks to Large Vocabulary Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

Normalizing Molecular Docking Rankings using Virtually Generated Decoys.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2011

Learning a better representation of speech soundwaves using restricted boltzmann machines.

[BibT_eX]

[DOI]