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Luke Melas-Kyriazi
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RealFusion: 360-degree Reconstruction of Any Object from a Single Image
L Melas-Kyriazi, C Rupprecht, I Laina, A Vedaldi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2122023
Pixmatch: Unsupervised domain adaptation via pixelwise consistency training
L Melas-Kyriazi, AK Manrai
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
1272021
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
L Melas-Kyriazi, C Rupprecht, I Laina, A Vedaldi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1262022
Do you even need attention? A stack of feed-forward layers does surprisingly well on ImageNet
L Melas-Kyriazi
arXiv preprint arXiv:2105.02723, 2021
1072021
Training for diversity in image paragraph captioning
L Melas-Kyriazi, AM Rush, G Han
proceedings of the 2018 conference on empirical methods in natural language …, 2018
692018
Show, edit and tell: a framework for editing image captions
F Sammani, L Melas-Kyriazi
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
682020
Encoder-agnostic adaptation for conditional language generation
ZM Ziegler, L Melas-Kyriazi, S Gehrmann, AM Rush
arXiv preprint arXiv:1908.06938, 2019
562019
Finding an unsupervised image segmenter in each of your deep generative models
L Melas-Kyriazi, C Rupprecht, I Laina, A Vedaldi
International Conference on Learning Representations, 2022
502022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models
M Suzgun, L Melas-Kyriazi, D Jurafsky
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
462022
: Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction
L Melas-Kyriazi, C Rupprecht, A Vedaldi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
422023
The Mathematical Foundations of Manifold Learning
L Melas-Kyriazi
B.A. Thesis in Mathematics, Harvard University (arXiv:2011.01307), 2020
28*2020
Prediction of chronological and biological age from laboratory data
L Sagers, L Melas-Kyriazi, CJ Patel, AK Manrai
Aging (Albany NY) 12 (9), 7626, 2020
262020
Follow the wisdom of the crowd: Effective text generation via minimum bayes risk decoding
M Suzgun, L Melas-Kyriazi, D Jurafsky
ACL Findings 2023, 2022
242022
The Harvard USPTO Patent Dataset: A Large-scale, Well-structured, and Multi-purpose Corpus of Patent Applications
M Suzgun, L Melas-Kyriazi, S Sarkar, SD Kominers, S Shieber
Advances in Neural Information Processing Systems 36, 2024
162024
A Benchmark for Learning to Translate a New Language from One Grammar Book
G Tanzer, M Suzgun, E Visser, D Jurafsky, L Melas-Kyriazi
International Conference on Learning Representations, 2024, 2023
142023
IM-3D: Iterative Multiview Diffusion And Reconstruction For High-Quality 3D Generation
L Melas-Kyriazi, I Laina, C Rupprecht, N Neverova, A Vedaldi, O Gafni, ...
ICML 2024, 2024
132024
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings
L Melas-Kyriazi, G Han, C Liang
EMNLP 2019 Workshop on Deep Learning for Low-resource NLP, 2020
122020
Intrinsic gradient compression for scalable and efficient federated learning
L Melas-Kyriazi, F Wang
Proceedings of the First Workshop on Federated Learning for Natural Language …, 2022
7*2022
Implications of race adjustment in lung-function equations
JA Diao, Y He, R Khazanchi, MJ Nguemeni Tiako, JI Witonsky, E Pierson, ...
N Engl J Med 390, 2083-97, 2024
62024
GES: Generalized Exponential Splatting for Efficient Radiance Field Rendering
A Hamdi, L Melas-Kyriazi, G Qian, J Mai, R Liu, C Vondrick, B Ghanem, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
62024
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Articles 1–20