Niv Nayman

According to our database, Niv Nayman authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Diverse Imagenet Models Transfer Better.

Niv Nayman, Avram Golbert, Asaf Noy, Lihi Zelnik-Manor

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

FreeAugment: Data Augmentation Search Across All Degrees of Freedom.

Tom Bekor, Niv Nayman, Lihi Zelnik-Manor

Proceedings of the Computer Vision - ECCV 2024, 2024

VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding.

Ofir Abramovich, Niv Nayman, Sharon Fogel, Inbal Lavi, Ron Litman, Shahar Tsiper, Royee Tichauer, Srikar Appalaraju, Shai Mazor, R. Manmatha

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Two-stage Kernel Bayesian Optimization in High Dimensions.

Jian Tan, Niv Nayman

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Diverse Imagenet Models Transfer Better.

Niv Nayman, Avram Golbert, Asaf Noy, Tan Ping, Lihi Zelnik-Manor

CoRR, 2022

BINAS: Bilinear Interpretable Neural Architecture Search.

Niv Nayman, Yonathan Aflalo, Asaf Noy, Lihi Zelnik-Manor

Proceedings of the Asian Conference on Machine Learning, 2022

2021

IQNAS: Interpretable Integer Quadratic Programming Neural Architecture Search.

Niv Nayman, Yonathan Aflalo, Asaf Noy, Rong Jin, Lihi Zelnik-Manor

CoRR, 2021

CobBO: Coordinate Backoff Bayesian Optimization.

Jian Tan, Niv Nayman, Mengchang Wang, Rong Jin

CoRR, 2021

HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search.

Niv Nayman, Yonathan Aflalo, Asaf Noy, Lihi Zelnik

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

ASAP: Architecture Search, Anneal and Prune.

Asaf Noy, Niv Nayman, Tal Ridnik, Nadav Zamir, Sivan Doveh, Itamar Friedman, Raja Giryes, Lihi Zelnik

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

XNAS: Neural Architecture Search with Expert Advice.

Niv Nayman, Asaf Noy, Tal Ridnik, Itamar Friedman, Rong Jin, Lihi Zelnik-Manor

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019