Conformer: Convolution-augmented Transformer for Speech Recognition

Anmol Gulati, James Qin, Chung‐Cheng Chiu, +8

EngineeringMachine LearningGlobal DependenciesSpeech RecognitionNatural Language Processing +16

Generative Image Inpainting with Contextual Attention

Jiahui Yu, Zhe Lin, Xiaohui Shen, +2

Generative Image InpaintingConvolutional Neural NetworkMachine VisionImage AnalysisMachine Learning +11

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results

Radu Timofte, Eirikur Agustsson, Luc Van Gool, +71

Rich DetailsSuper-resolution ImagingMachine VisionImage AnalysisMedical Imaging +12

Foreground-Aware Image Inpainting

Wei Xiong, Jiahui Yu, Zhe Lin, +3

Scene AnalysisEngineeringMachine LearningImage ManipulationPredicted Contour +15

Conformer: Convolution-augmented Transformer for Speech Recognition

Anmol Gulati, James Qin, Chung‐Cheng Chiu, +8

arXiv (Cornell University)

EngineeringMachine LearningGlobal DependenciesSpeech RecognitionNatural Language Processing +16

Universally Slimmable Networks and Improved Training Techniques

Jiahui Yu, Thomas S. Huang

Convolutional Neural NetworkEngineeringMachine LearningNetwork AnalysisSlimmable Networks +14

NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results

Radu Timofte, Shuhang Gu, Jiqing Wu, +95

Super-resolution ImagingMachine VisionImage AnalysisMedical ImagingNtire Challenge +11

SimVLM: Simple Visual Language Model Pretraining with Weak Supervision

Zirui Wang, Jiahui Yu, Adams Wei Yu, +3

arXiv (Cornell University)

EngineeringMachine LearningPretraining ProcedureMultilingual PretrainingNatural Language Processing +14

Wide Activation for Efficient and Accurate Image Super-Resolution

Jiahui Yu, Yuchen Fan, Ning Xu, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningRelu ActivationSuper-resolution Imaging +14

ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context

Wei Han, Zhengdong Zhang, Yu Zhang, +6

Convolutional Neural NetworkEngineeringMachine LearningExternal Language ModelSpeech Recognition +19