XNAS: Neural Architecture Search with Expert Advice. - Niv Nayman; Asaf Noy; Tal Ridnik; Itamar Friedman; Rong Jin 001; Lihi Zelnik-Manor (NeurIPS, 2019)

ASAP: Architecture Search, Anneal and Prune. - Asaf Noy; Niv Nayman; Tal Ridnik; Nadav Zamir; Sivan Doveh; Itamar Friedman; Raja Giryes; Lihi Zelnik (AISTATS, 2020)

HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search. - Niv Nayman; Yonathan Aflalo; Asaf Noy; Lihi Zelnik (ICML, 2021)

CobBO: Coordinate Backoff Bayesian Optimization. - Jian Tan; Niv Nayman; Mengchang Wang; Rong Jin 001 (CoRR, 2021)

IQNAS: Interpretable Integer Quadratic Programming Neural Architecture Search. - Niv Nayman; Yonathan Aflalo; Asaf Noy; Rong Jin 001; Lihi Zelnik-Manor (CoRR, 2021)

BINAS: Bilinear Interpretable Neural Architecture Search. - Niv Nayman; Yonathan Aflalo; Asaf Noy; Lihi Zelnik-Manor (ACML, 2022)

Diverse Imagenet Models Transfer Better. - Niv Nayman; Avram Golbert; Asaf Noy; Tan Ping; Lihi Zelnik-Manor (CoRR, 2022)

Two-stage Kernel Bayesian Optimization in High Dimensions. - Jian Tan; Niv Nayman (UAI, 2023)

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 (ECCV (8), 2024)

FreeAugment: Data Augmentation Search Across All Degrees of Freedom. - Tom Bekor; Niv Nayman; Lihi Zelnik-Manor (ECCV (27), 2024)

Diverse Imagenet Models Transfer Better. - Niv Nayman; Avram Golbert; Asaf Noy; Lihi Zelnik-Manor (WACV, 2024)