Daniel Bolya
Daniel Bolya
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YOLACT: Real-time Instance Segmentation
D Bolya, C Zhou, F Xiao, YJ Lee
International Conference of Computer Vision, 2019
Tide: A general toolbox for identifying object detection errors
D Bolya, S Foley, J Hays, J Hoffman
European Conference on Computer Vision, 2020
Token Merging: Your ViT But Faster
D Bolya, CY Fu, X Dai, P Zhang, C Feichtenhofer, J Hoffman
International Conference on Learning Representations, 2022
Hydra attention: Efficient attention with many heads
D Bolya, CY Fu, X Dai, P Zhang, J Hoffman
ECCV 2022 Workshops: Computational Aspects of Deep Learning, 2022
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
C Ryali, YT Hu, D Bolya, C Wei, H Fan, PY Huang, V Aggarwal, ...
International Conference on Machine Learning, 2023
Scalable diverse model selection for accessible transfer learning
D Bolya, R Mittapalli, J Hoffman
Advances in Neural Information Processing Systems 34, 19301-19312, 2021
Token merging for fast stable diffusion
D Bolya, J Hoffman
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
Zipit! merging models from different tasks without training
G Stoica, D Bolya, J Bjorner, P Ramesh, T Hearn, J Hoffman
arXiv preprint arXiv:2305.03053, 2023
YOLACT++: Better real-time instance segmentation
D Bolya, C Zhou, F Xiao, YJ Lee
Transactions on Pattern Analysis and Machine Intelligence, 2019
Likelihood landscapes: A unifying principle behind many adversarial defenses
F Lin, R Mittapalli, P Chattopadhyay, D Bolya, J Hoffman
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020
Window Attention is Bugged: How not to Interpolate Position Embeddings
D Bolya, C Ryali, J Hoffman, C Feichtenhofer
arXiv preprint arXiv:2311.05613, 2023
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