Jiatao Gu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 136

Top Venues

CoRR

ICLR

NeurIPS

ACL (1)

Publications

Chen Wang, Jiatao Gu, Xiaoxiao Long, Yuan Liu, Lingjie Liu
GECO: Generative Image-to-3D within a SECOnd. CoRR (2024)
Zhuofeng Wu, He Bai, Aonan Zhang, Jiatao Gu, V. G. Vinod Vydiswaran, Navdeep Jaitly, Yizhe Zhang
Divide-or-Conquer? Which Part Should You Distill Your LLM? CoRR (2024)
Peng Wang, Yuan Liu, Guying Lin, Jiatao Gu, Lingjie Liu, Taku Komura, Wenping Wang
ProLiF: Progressively-connected Light Field network for efficient view synthesis. Comput. Graph. 120 (2024)
Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Joshua M. Susskind, Navdeep Jaitly
Matryoshka Diffusion Models. ICLR (2024)
Dinghuai Zhang, Yizhe Zhang, Jiatao Gu, Ruixiang Zhang, Josh M. Susskind, Navdeep Jaitly, Shuangfei Zhai
Improving GFlowNets for Text-to-Image Diffusion Alignment. CoRR (2024)
Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Joshua M. Susskind, Shuangfei Zhai
Generative Modeling with Phase Stochastic Bridge. ICLR (2024)
Ying Shen, Yizhe Zhang, Shuangfei Zhai, Lifu Huang, Joshua M. Susskind, Jiatao Gu
Many-to-many Image Generation with Auto-regressive Diffusion Models. CoRR (2024)
Jiatao Gu, Qingzhe Gao, Shuangfei Zhai, Baoquan Chen, Lingjie Liu, Josh M. Susskind
Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images. 3DV (2024)
Yizhe Zhang, He Bai, Ruixiang Zhang, Jiatao Gu, Shuangfei Zhai, Josh M. Susskind, Navdeep Jaitly
How Far Are We from Intelligent Visual Deductive Reasoning? CoRR (2024)
Jiatao Gu, Ying Shen, Shuangfei Zhai, Yizhe Zhang, Navdeep Jaitly, Joshua M. Susskind
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling. CoRR (2024)
Chen Huang, Hanlin Goh, Jiatao Gu, Joshua M. Susskind
MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors. ICLR (2023)
Yizhe Zhang, Jiatao Gu, Zhuofeng Wu, Shuangfei Zhai, Joshua M. Susskind, Navdeep Jaitly
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model. NeurIPS (2023)
Liangchen Song, Liangliang Cao, Jiatao Gu, Yifan Jiang, Junsong Yuan, Hao Tang
Efficient-NeRF2NeRF: Streamlining Text-Driven 3D Editing with Multiview Correspondence-Enhanced Diffusion Models. CoRR (2023)
Jing Nathan Yan, Jiatao Gu, Alexander M. Rush
Diffusion Models Without Attention. CoRR (2023)
Jiatao Gu, Alex Trevithick, Kai-En Lin, Joshua M. Susskind, Christian Theobalt, Lingjie Liu, Ravi Ramamoorthi
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion. ICML (2023)
Jiatao Gu, Alex Trevithick, Kai-En Lin, Josh M. Susskind, Christian Theobalt, Lingjie Liu, Ravi Ramamoorthi
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion. CoRR (2023)
Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Josh M. Susskind, Navdeep Jaitly
Matryoshka Diffusion Models. CoRR (2023)
Peiye Zhuang, Samira Abnar, Jiatao Gu, Alexander G. Schwing, Joshua M. Susskind, Miguel Ángel Bautista
Diffusion Probabilistic Fields. ICLR (2023)
Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Lingjie Liu, Josh M. Susskind
BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping. CoRR (2023)
Shuangfei Zhai, Tatiana Likhomanenko, Etai Littwin, Dan Busbridge, Jason Ramapuram, Yizhe Zhang, Jiatao Gu, Joshua M. Susskind
Stabilizing Transformer Training by Preventing Attention Entropy Collapse. CoRR (2023)
Chen Huang, Hanlin Goh, Jiatao Gu, Josh M. Susskind
MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors. CoRR (2023)
Peiye Zhuang, Samira Abnar, Jiatao Gu, Alexander G. Schwing, Joshua M. Susskind, Miguel Ángel Bautista
Diffusion Probabilistic Fields. CoRR (2023)
Yizhe Zhang, Jiatao Gu, Zhuofeng Wu, Shuangfei Zhai, Josh M. Susskind, Navdeep Jaitly
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model. CoRR (2023)
Samira Abnar, Omid Saremi, Laurent Dinh, Shantel Wilson, Miguel Ángel Bautista, Chen Huang, Vimal Thilak, Etai Littwin, Jiatao Gu, Josh M. Susskind, Samy Bengio
Adaptivity and Modularity for Efficient Generalization Over Task Complexity. CoRR (2023)
Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Josh M. Susskind, Shuangfei Zhai
Generative Modeling with Phase Stochastic Bridges. CoRR (2023)
Jiatao Gu, Qingzhe Gao, Shuangfei Zhai, Baoquan Chen, Lingjie Liu, Josh M. Susskind
Learning Controllable 3D Diffusion Models from Single-view Images. CoRR (2023)
Hansheng Chen, Jiatao Gu, Anpei Chen, Wei Tian, Zhuowen Tu, Lingjie Liu, Hao Su
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction. ICCV (2023)
Shuangfei Zhai, Tatiana Likhomanenko, Etai Littwin, Dan Busbridge, Jason Ramapuram, Yizhe Zhang, Jiatao Gu, Joshua M. Susskind
Stabilizing Transformer Training by Preventing Attention Entropy Collapse. ICML (2023)
Hansheng Chen, Jiatao Gu, Anpei Chen, Wei Tian, Zhuowen Tu, Lingjie Liu, Hao Su
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction. CoRR (2023)
Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Miguel Ángel Bautista, Joshua M. Susskind
f-DM: A Multi-stage Diffusion Model via Progressive Signal Transformation. ICLR (2023)
Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Yossi Adi, Juan Pino, Jiatao Gu, Wei-Ning Hsu
Textless Speech-to-Speech Translation on Real Data. NAACL-HLT (2022)
Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Sravya Popuri, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Pino, Wei-Ning Hsu
Direct Speech-to-Speech Translation With Discrete Units. ACL (1) (2022)
Peng Wang, Yuan Liu, Guying Lin, Jiatao Gu, Lingjie Liu, Taku Komura, Wenping Wang
Progressively-connected Light Field Network for Efficient View Synthesis. CoRR (2022)
Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language. CoRR (2022)
Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi, Hamed Firooz
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem. ACL (Findings) (2022)
Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language. ICML (2022)
Jiatao Gu, Jing Zeng, Genlin Ji
Dual Attention Mechanisms Based Auto-Encoder for Video Anomaly Detection. ICAIS (1) (2022)
Jiatao Gu, Xu Tan
Non-Autoregressive Sequence Generation. ACL (tutorial) (2022)
Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu, Xian Li
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders. CoRR (2022)
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino
Unified Speech-Text Pre-training for Speech Translation and Recognition. CoRR (2022)
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V. G. Vinod Vydiswaran, Hao Ma
IDPG: An Instance-Dependent Prompt Generation Method. NAACL-HLT (2022)
Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Miguel Ángel Bautista, Josh M. Susskind
f-DM: A Multi-stage Diffusion Model via Progressive Signal Transformation. CoRR (2022)
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino
Unified Speech-Text Pre-training for Speech Translation and Recognition. ACL (1) (2022)
Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation. CoRR (2022)
Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation. INTERSPEECH (2022)
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V. G. Vinod Vydiswaran, Hao Ma
IDPG: An Instance-Dependent Prompt Generation Method. CoRR (2022)
Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi, Hamed Firooz
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem. CoRR (2022)
Jiatao Gu, Lingjie Liu, Peng Wang, Christian Theobalt
StyleNeRF: A Style-based 3D Aware Generator for High-resolution Image Synthesis. ICLR (2022)
Chunting Zhou, Graham Neubig, Jiatao Gu, Mona Diab, Francisco Guzmán, Luke Zettlemoyer, Marjan Ghazvininejad
Detecting Hallucinated Content in Conditional Neural Sequence Generation. ACL/IJCNLP (Findings) (2021)
Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu, Xian Li
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders. EACL (2021)
Changhan Wang, Anne Wu, Jiatao Gu, Juan Pino
CoVoST 2 and Massively Multilingual Speech Translation. Interspeech (2021)
Lior Yariv, Jiatao Gu, Yoni Kasten, Yaron Lipman
Volume Rendering of Neural Implicit Surfaces. CoRR (2021)
Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Juan Pino, Jiatao Gu, Wei-Ning Hsu
Textless Speech-to-Speech Translation on Real Data. CoRR (2021)
Yuqing Tang, Chau Tran, Xian Li, Peng-Jen Chen, Naman Goyal, Vishrav Chaudhary, Jiatao Gu, Angela Fan
Multilingual Translation from Denoising Pre-Training. ACL/IJCNLP (Findings) (2021)
Lingjie Liu, Marc Habermann, Viktor Rudnev, Kripasindhu Sarkar, Jiatao Gu, Christian Theobalt
Neural actor: neural free-view synthesis of human actors with pose control. ACM Trans. Graph. 40 (6) (2021)
Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Miguel Pino, Wei-Ning Hsu
Direct speech-to-speech translation with discrete units. CoRR (2021)
Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier
Lightweight Adapter Tuning for Multilingual Speech Translation. CoRR (2021)
Changhan Wang, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Ann Lee, Peng-Jen Chen, Jiatao Gu, Juan Pino
fairseq S\^2: A Scalable and Integrable Speech Synthesis Toolkit. EMNLP (Demos) (2021)
Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
The Source-Target Domain Mismatch Problem in Machine Translation. EACL (2021)
Jiatao Gu, Xiang Kong
Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade. ACL/IJCNLP (Findings) (2021)
Lior Yariv, Jiatao Gu, Yoni Kasten, Yaron Lipman
Volume Rendering of Neural Implicit Surfaces. NeurIPS (2021)
Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier
Lightweight Adapter Tuning for Multilingual Speech Translation. ACL/IJCNLP (2) (2021)
Lingjie Liu, Marc Habermann, Viktor Rudnev, Kripasindhu Sarkar, Jiatao Gu, Christian Theobalt
Neural Actor: Neural Free-view Synthesis of Human Actors with Pose Control. CoRR (2021)
Changhan Wang, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Ann Lee, Peng-Jen Chen, Jiatao Gu, Juan Miguel Pino
fairseq S^2: A Scalable and Integrable Speech Synthesis Toolkit. CoRR (2021)
Jiatao Gu, Lingjie Liu, Peng Wang, Christian Theobalt
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis. CoRR (2021)
Peng-Jen Chen, Ann Lee, Changhan Wang, Naman Goyal, Angela Fan, Mary Williamson, Jiatao Gu
Facebook AI's WMT20 News Translation Task Submission. WMT@EMNLP (2020)
Chau Tran, Yuqing Tang, Xian Li, Jiatao Gu
Cross-lingual Retrieval for Iterative Self-Supervised Training. CoRR (2020)
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Madian Khabsa, Fei Sun, Hao Ma
CLEAR: Contrastive Learning for Sentence Representation. CoRR (2020)
Ebrahim Ansari, Amittai Axelrod, Nguyen Bach, Ondrej Bojar, Roldano Cattoni, Fahim Dalvi, Nadir Durrani, Marcello Federico, Christian Federmann, Jiatao Gu, Fei Huang, Kevin Knight, Xutai Ma, Ajay Nagesh, Matteo Negri, Jan Niehues, Juan Miguel Pino, Elizabeth Salesky, Xing Shi, Sebastian Stüker, Marco Turchi, Alexander H. Waibel, Changhan Wang
FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN. IWSLT (2020)
Jiatao Gu, Xiang Kong
Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade. CoRR (2020)
Junxian He, Jiatao Gu, Jiajun Shen, Marc'Aurelio Ranzato
Revisiting Self-Training for Neural Sequence Generation. ICLR (2020)
Chau Tran, Yuqing Tang, Xian Li, Jiatao Gu
Cross-lingual Retrieval for Iterative Self-Supervised Training. NeurIPS (2020)
Chunting Zhou, Jiatao Gu, Mona T. Diab, Paco Guzman, Luke Zettlemoyer, Marjan Ghazvininejad
Detecting Hallucinated Content in Conditional Neural Sequence Generation. CoRR (2020)
Changhan Wang, Juan Miguel Pino, Jiatao Gu
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation. CoRR (2020)
Saining Xie, Jiatao Gu, Demi Guo, Charles R. Qi, Leonidas J. Guibas, Or Litany
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding. ECCV (3) (2020)
Saining Xie, Jiatao Gu, Demi Guo, Charles R. Qi, Leonidas J. Guibas, Or Litany
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding. CoRR (2020)
Jungo Kasai, James Cross, Marjan Ghazvininejad, Jiatao Gu
Parallel Machine Translation with Disentangled Context Transformer. CoRR (2020)
Jungo Kasai, James Cross, Marjan Ghazvininejad, Jiatao Gu
Non-autoregressive Machine Translation with Disentangled Context Transformer. ICML (2020)
Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Miguel Pino
SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation. EMNLP (Demos) (2020)
Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation. COLING (2020)
Peng-Jen Chen, Ann Lee, Changhan Wang, Naman Goyal, Angela Fan, Mary Williamson, Jiatao Gu
Facebook AI's WMT20 News Translation Task Submission. CoRR (2020)
Changhan Wang, Juan Miguel Pino, Anne Wu, Jiatao Gu
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus. CoRR (2020)
Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation. CoRR (2020)
Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer
Multilingual Denoising Pre-training for Neural Machine Translation. CoRR (2020)
Chunting Zhou, Jiatao Gu, Graham Neubig
Understanding Knowledge Distillation in Non-autoregressive Machine Translation. ICLR (2020)
Arya D. McCarthy, Xian Li, Jiatao Gu, Ning Dong
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation. ACL (2020)
Changhan Wang, Juan Miguel Pino, Anne Wu, Jiatao Gu
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus. LREC (2020)
Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer
Multilingual Denoising Pre-training for Neural Machine Translation. Trans. Assoc. Comput. Linguistics 8 (2020)
Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt
Neural Sparse Voxel Fields. CoRR (2020)
Anne Wu, Changhan Wang, Juan Miguel Pino, Jiatao Gu
Self-Supervised Representations Improve End-to-End Speech Translation. INTERSPEECH (2020)
Changhan Wang, Juan Miguel Pino, Jiatao Gu
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation. INTERSPEECH (2020)
Anne Wu, Changhan Wang, Juan Miguel Pino, Jiatao Gu
Self-Supervised Representations Improve End-to-End Speech Translation. CoRR (2020)
Yuqing Tang, Chau Tran, Xian Li, Peng-Jen Chen, Naman Goyal, Vishrav Chaudhary, Jiatao Gu, Angela Fan
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning. CoRR (2020)
Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Miguel Pino
SimulEval: An Evaluation Toolkit for Simultaneous Translation. CoRR (2020)
Maha Elbayad, Jiatao Gu, Edouard Grave, Michael Auli
Depth-Adaptive Transformer. ICLR (2020)
Xutai Ma, Juan Miguel Pino, James Cross, Liezl Puzon, Jiatao Gu
Monotonic Multihead Attention. ICLR (2020)
Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt
Neural Sparse Voxel Fields. NeurIPS (2020)
Changhan Wang, Kyunghyun Cho, Jiatao Gu
Neural Machine Translation with Byte-Level Subwords. AAAI (2020)
Juan Pino, Liezl Puzon, Jiatao Gu, Xutai Ma, Arya D. McCarthy, Deepak Gopinath
Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade. IWSLT (2019)
Junxian He, Jiatao Gu, Jiajun Shen, Marc'Aurelio Ranzato
Revisiting Self-Training for Neural Sequence Generation. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jiatao Gu