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Fangyu Liu
Fangyu Liu
Research Scientist, Google DeepMind
Verifierad e-postadress på google.com - Startsida
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Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
25322023
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
10062024
Self-Alignment Pretraining for Biomedical Entity Representations
F Liu, E Shareghi, Z Meng, M Basaldella, N Collier
NAACL 2021, 2021
3472021
Pix2Struct: Screenshot parsing as pretraining for visual language understanding
K Lee, M Joshi, I Turc, H Hu, F Liu, J Eisenschlos, U Khandelwal, P Shaw, ...
ICML 2023, 2023
2612023
Visual Spatial Reasoning
F Liu, G Emerson, N Collier
TACL, 2023
1862023
3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds
F Liu*, S Li*, L Zhang, C Zhou, R Ye, Y Wang, J Lu
ICCV 2017, 2017
1632017
Visually Grounded Reasoning across Languages and Cultures
F Liu*, E Bugliarello*, EM Ponti, S Reddy, N Collier, D Elliott
EMNLP 2021, 2021
1612021
Visual Pivoting for (Unsupervised) Entity Alignment
F Liu, M Chen, D Roth, N Collier
AAAI 2021, 2021
1422021
TweetNLP: Cutting-Edge Natural Language Processing for Social Media
J Camacho-Collados, K Rezaee, T Riahi, A Ushio, D Loureiro, D Antypas, ...
EMNLP 2022 (demo track), 2022
1292022
Paligemma: A versatile 3b vlm for transfer
L Beyer, A Steiner, AS Pinto, A Kolesnikov, X Wang, D Salz, M Neumann, ...
arXiv preprint arXiv:2407.07726, 2024
1272024
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders
F Liu, I Vulić, A Korhonen, N Collier
EMNLP 2021, 2021
1222021
COMETA: A Corpus for Medical Entity Linking in the Social Media
M Basaldella*, F Liu*, E Shareghi, N Collier
EMNLP 2020, 2020
1022020
Contrastive Out-of-Distribution Detection for Pretrained Transformers
W Zhou, F Liu, M Chen
EMNLP 2021, 2021
1012021
Language models can see: Plugging visual controls in text generation
Y Su, T Lan, Y Liu, F Liu, D Yogatama, Y Wang, L Kong, N Collier
arXiv preprint arXiv:2205.02655, 2022
1002022
DePlot: One-shot visual language reasoning by plot-to-table translation
F Liu*, JM Eisenschlos*, F Piccinno, S Krichene, C Pang, K Lee, M Joshi, ...
ACL-Findings 2023, 2023
902023
Revisiting Parameter-Efficient Tuning: Are We Really There Yet?
G Chen, F Liu, Z Meng, S Liang
EMNLP 2022, 2022
882022
Large-scale urban point cloud labeling and reconstruction
L Zhang, Z Li, A Li, F Liu
ISPRS Journal of Photogrammetry and Remote Sensing 138, 86-100, 2018
842018
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
F Liu, F Piccinno, S Krichene, C Pang, K Lee, M Joshi, Y Altun, N Collier, ...
ACL 2023, 2023
782023
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation
JH Huang, CHH Yang, F Liu, M Tian, YC Liu, TW Wu, I Lin, K Wang, ...
WACV 2021, 2021
652021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking
F Liu, I Vulic, A Korhonen, N Collier
ACL-IJCNLP 2021, 2021
632021
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Artiklar 1–20