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TextAdaIN: Fine-Grained AdaIN for Robust Text Recognition

May 09, 2021
Oren Nuriel, Sharon Fogel, Ron Litman

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SEPP: Similarity Estimation of Predicted Probabilities for Defending and Detecting Adversarial Text

Oct 13, 2021
Hoang-Quoc Nguyen-Son, Seira Hidano, Kazuhide Fukushima, Shinsaku Kiyomoto

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Text-Free Prosody-Aware Generative Spoken Language Modeling

Sep 07, 2021
Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet, Kushal Lakhotia, Tu-Anh Nguyen, Morgane Rivière, Abdelrahman Mohamed, Emmanuel Dupoux, Wei-Ning Hsu

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Constrained Sampling from Language Models via Langevin Dynamics in Embedding Spaces

May 25, 2022
Sachin Kumar, Biswajit Paria, Yulia Tsvetkov

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On Automatic Text Extractive Summarization Based on Graph and pre-trained Language Model Attention

Oct 10, 2021
Yuan-Ching Lin, Jinwen Ma

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Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task

Jul 12, 2021
Yun Tang, Juan Pino, Xian Li, Changhan Wang, Dmitriy Genzel

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VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks

Oct 07, 2020
Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon

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Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework

Aug 08, 2022
Jian Guan, Zhenyu Yang, Rongsheng Zhang, Zhipeng Hu, Minlie Huang

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Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models

Jun 05, 2022
Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko

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VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix

Jun 17, 2022
Teng Wang, Wenhao Jiang, Zhichao Lu, Feng Zheng, Ran Cheng, Chengguo Yin, Ping Luo

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