| Characterizing and avoiding negative transfer Z Wang, Z Dai, B Póczos, J Carbonell CVPR 2019, 2019 | 318 | 2019 |
| Simvlm: Simple visual language model pretraining with weak supervision Z Wang, J Yu, AW Yu, Z Dai, Y Tsvetkov, Y Cao ICLR 2022, 2022 | 248 | 2022 |
| Coca: Contrastive captioners are image-text foundation models J Yu, Z Wang, V Vasudevan, L Yeung, M Seyedhosseini, Y Wu Transactions on Machine Learning Research, 2022 | 201 | 2022 |
| Scaling autoregressive models for content-rich text-to-image generation J Yu, Y Xu, JY Koh, T Luong, G Baid, Z Wang, V Vasudevan, A Ku, Y Yang, ... Transactions on Machine Learning Research, 2022 | 141 | 2022 |
| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 96 | 2022 |
| Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Z Wang, Y Tsvetkov, O Firat, Y Cao ICLR 2021, 2021 | 65 | 2021 |
| On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment Z Wang, ZC Lipton, Y Tsvetkov EMNLP 2020, 2020 | 64 | 2020 |
| Cross-lingual alignment vs joint training: A comparative study and a simple unified framework Z Wang, J Xie, R Xu, Y Yang, G Neubig, J Carbonell ICLR 2020, 2020 | 58 | 2020 |
| Towards zero-label language learning Z Wang, AW Yu, O Firat, Y Cao arXiv preprint arXiv:2109.09193, 2021 | 35 | 2021 |
| Efficient Meta Lifelong-Learning with Limited Memory Z Wang, SV Mehta, B Póczos, J Carbonell EMNLP 2020, 2020 | 32 | 2020 |
| Theoretical guarantees of transfer learning Z Wang arXiv preprint arXiv:1810.05986, 2018 | 13 | 2018 |
| Towards more Reliable Transfer Learning Z Wang, J Carbonell ECML-PKDD 2018, 2018 | 10 | 2018 |
| REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory Z Hu, A Iscen, C Sun, Z Wang, KW Chang, Y Sun, C Schmid, DA Ross, ... arXiv preprint arXiv:2212.05221, 2022 | 2 | 2022 |
| Mitigating negative transfer for better generalization and efficiency in transfer learning Z Wang Google Research, 2021 | 1 | 2021 |
| Pedestrian trajectory prediction with graph neural networks A Wang, Z Wang, W Yuan Semantic Scholar, 2019 | 1 | 2019 |
| Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners S Yan, T Zhu, Z Wang, Y Cao, M Zhang, S Ghosh, Y Wu, J Yu arXiv preprint arXiv:2212.04979, 2022 | | 2022 |
| Exploiting Category Names for Few-Shot Classification with Vision-Language Models T Xiao, Z Wang, L Cao, J Yu, S Dai, MH Yang arXiv preprint arXiv:2211.16594, 2022 | | 2022 |
