Deep Reinforcement Learning for Humanoid Robot Behaviors von Muzio, Alexandre F. V., Maximo, Marcos R. O. A., Yoneyama, Takashi

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SEER-MoE: Sparse Expert Efficiency through Regularization for Mixture-of-Experts von Muzio, Alexandre, Sun, Alex, He, Churan

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Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers von Liu, Rui, Kim, Young Jin, Muzio, Alexandre, Awadalla, Hany Hassan

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SEER-MoE: Sparse Expert Efficiency through Regularization for Mixture-of-Experts von Muzio, Alexandre, Sun, Alex, He, Churan

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Improving Multilingual Translation by Representation and Gradient Regularization von Yang, Yilin, Eriguchi, Akiko, Muzio, Alexandre, Tadepalli, Prasad, Lee, Stefan, Hassan, Hany

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Discovering Representation Sprachbund For Multilingual Pre-Training von Fan, Yimin, Liang, Yaobo, Muzio, Alexandre, Hassan, Hany, Li, Houqiang, Zhou, Ming, Duan, Nan

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DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders von Ma, Shuming, Dong, Li, Huang, Shaohan, Zhang, Dongdong, Muzio, Alexandre, Singhal, Saksham, Awadalla, Hany Hassan, Song, Xia, Wei, Furu

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Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers von Liu, Rui, Young Jin Kim, Muzio, Alexandre, Hany Hassan Awadalla

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Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task von Yang, Jian, Ma, Shuming, Huang, Haoyang, Zhang, Dongdong, Dong, Li, Huang, Shaohan, Muzio, Alexandre, Singhal, Saksham, Awadalla, Hany Hassan, Song, Xia, Wei, Furu

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Scalable and Efficient MoE Training for Multitask Multilingual Models von Kim, Young Jin, Awan, Ammar Ahmad, Muzio, Alexandre, Salinas, Andres Felipe Cruz, Lu, Liyang, Hendy, Amr, Rajbhandari, Samyam, He, Yuxiong, Awadalla, Hany Hassan

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XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders von Ma, Shuming, Yang, Jian, Huang, Haoyang, Chi, Zewen, Dong, Li, Zhang, Dongdong, Awadalla, Hany Hassan, Muzio, Alexandre, Eriguchi, Akiko, Singhal, Saksham, Song, Xia, Menezes, Arul, Wei, Furu

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Improving Multilingual Translation by Representation and Gradient Regularization von Yang, Yilin, Eriguchi, Akiko, Muzio, Alexandre, Tadepalli, Prasad, Lee, Stefan, Hassan, Hany

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Discovering Representation Sprachbund For Multilingual Pre-Training von Fan, Yimin, Liang, Yaobo, Muzio, Alexandre, Hassan, Hany, Li, Houqiang, Zhou, Ming, Duan, Nan

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DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders von Ma, Shuming, Li, Dong, Huang, Shaohan, Zhang, Dongdong, Muzio, Alexandre, Singhal, Saksham, Hany Hassan Awadalla, Song, Xia, Furu Wei

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Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task von Yang, Jian, Ma, Shuming, Huang, Haoyang, Zhang, Dongdong, Li, Dong, Huang, Shaohan, Muzio, Alexandre, Singhal, Saksham, Hany Hassan Awadalla, Song, Xia, Furu Wei

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Scalable and Efficient MoE Training for Multitask Multilingual Models von Young Jin Kim, Ammar Ahmad Awan, Muzio, Alexandre, Andres Felipe Cruz Salinas, Lu, Liyang, Hendy, Amr, Rajbhandari, Samyam, He, Yuxiong, Hany Hassan Awadalla

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XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders von Ma, Shuming, Yang, Jian, Huang, Haoyang, Zewen Chi, Li, Dong, Zhang, Dongdong, Hany Hassan Awadalla, Muzio, Alexandre, Eriguchi, Akiko, Singhal, Saksham, Song, Xia, Menezes, Arul, Furu Wei

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Toward ML-centric cloud platforms von Bianchini, Ricardo, Fontoura, Marcus, Cortez, Eli, Bonde, Anand, Muzio, Alexandre, Constantin, Ana-Maria, Moscibroda, Thomas, Magalhaes, Gabriel, Bablani, Girish, Russinovich, Mark

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Uso de telas pela população pediátrica e seus impactos oftalmológicos a curto e a longo prazo: uma revisão sistemática: Use of screens by the pediatric population and its short and... von Moraes, Isabella Karoline Sousa, Sales, Felipe de Castro Dantas, Freire, Jerusa, Salomão, Alexandre Abud, Carvalho, Andressa Bueno, Morais, Gabriel Ramos de, Tudela, Gabriel Cardoso, Ramos, Ana Julia Faria, Queiroz, Eduardo Pimenta, Faria, João Pedro Ribeiro e, Gripp, Mariana Silva de Muzio, Silva, Laís Reis, Silva, Luisa Gabrielle Arantes da, Rezende, Maria Eduarda Pires, Bernardino, José Humberto Coelho, Salomão, Wilson Calixto, Marra, Kamila Monteiro, Soares, Thayla Maine Fiuza Guimarães, Santos, Sara Bastos, Andrade, Leonardo Fernandes de, Rezende, Matheus Felipe, Paim, Isabela Piassa, Borges, Isadora Ângelo, Sobrinho, Karina de Lima, Varjão, Gabriela Leite, Oliveira, Laryssa Lima de, Zanotto, Gabriela Marchetti Carneiro de Souza, Leão, Laríssa Assis Lima, Berbert, Mateus Santana, Faria, Raphaela da Silva

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Capsule-Based Beverage Production System With Inductive Liquid Heating von DI MUZIO FAUSTO, ABEGGLEN DANIEL, KOLLEP ALEXANDRE, MAGRI CARLO, CLOSSET ETIENNE

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