| Data2vec: A general framework for self-supervised learning in speech, vision and language A Baevski, WN Hsu, Q Xu, A Babu, J Gu, M Auli International Conference on Machine Learning, 1298-1312, 2022 | 647 | 2022 |
| XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale A Babu, C Wang, A Tjandra, K Lakhotia, Q Xu, N Goyal, K Singh, ... arXiv preprint arXiv:2111.09296, 2021 | 439 | 2021 |
| Scaling Speech Technology to 1,000+ Languages V Pratap, A Tjandra, B Shi, P Tomasello, A Babu, S Kundu, A Elkahky, ... arXiv preprint arXiv:2305.13516, 2023 | 106 | 2023 |
| Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language A Baevski, A Babu, WN Hsu, M Auli arXiv preprint arXiv:2212.07525, 2022 | 55 | 2022 |
| Scaling autoregressive multi-modal models: Pretraining and instruction tuning L Yu, B Shi, R Pasunuru, B Muller, O Golovneva, T Wang, A Babu, B Tang, ... arXiv preprint arXiv:2309.02591, 2023 | 51 | 2023 |
| Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog A Babu, A Shrivastava, A Aghajanyan, A Aly, A Fan, M Ghazvininejad arXiv preprint arXiv:2104.04923, 2021 | 23 | 2021 |
| Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing A Shrivastava, P Chuang, A Babu, S Desai, A Arora, A Zotov, A Aly arXiv preprint arXiv:2104.07275, 2021 | 22 | 2021 |
| Latency-aware neural architecture search with multi-objective bayesian optimization D Eriksson, PIJ Chuang, S Daulton, P Xia, A Shrivastava, A Babu, S Zhao, ... arXiv preprint arXiv:2106.11890, 2021 | 16 | 2021 |
| Lightweight Convolutional Representations for On-Device Natural Language Processing S Desai, G Goh, A Babu, A Aly arXiv preprint arXiv:2002.01535, 2020 | 7 | 2020 |
| On-device convolutional neural network models for assistant systems A Aly, A Babu, A Aghajanyan US Patent 11,314,941, 2022 | 1 | 2022 |
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