Linearized Kernel Dictionary Learning. - Alona Golts; Michael Elad (IEEE J. Sel. Top. Signal Process., 2016)

Deep Energy: Using Energy Functions for Unsupervised Training of DNNs. - Alona Golts; Daniel Freedman; Michael Elad (CoRR, 2018)

Unsupervised Single Image Dehazing Using Dark Channel Prior Loss. - Alona Golts; Daniel Freedman; Michael Elad (IEEE Trans. Image Process., 2020)

Deep Energy: Task Driven Training of Deep Neural Networks. - Alona Golts; Daniel Freedman; Michael Elad (IEEE J. Sel. Top. Signal Process., 2021)

Simultaneous Detection and Classification of Partially and Weakly Supervised Cells. - Alona Golts; Ido Livneh; Yaniv Zohar; Aaron Ciechanover; Michael Elad (ECCV Workshops (3), 2022)

Ada-LISTA: Learned Solvers Adaptive to Varying Models. - Aviad Aberdam; Alona Golts; Michael Elad (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Deep Energy: Task Driven Training of Deep Neural Networks. - Alona Golts (2022)

CLIPTER: Looking at the Bigger Picture in Scene Text Recognition. - Aviad Aberdam; David Bensaïd; Alona Golts; Roy Ganz; Oren Nuriel; Royee Tichauer; Shai Mazor; Ron Litman (ICCV, 2023)

GRAM: Global Reasoning for Multi-Page VQA. - Tsachi Blau; Sharon Fogel; Roi Ronen; Alona Golts; Shahar Tsiper; Elad Ben-Avraham; Aviad Aberdam; Roy Ganz; Ron Litman (CVPR, 2024)

DocVLM: Make Your VLM an Efficient Reader. - Mor Shpigel Nacson; Aviad Aberdam; Roy Ganz; Elad Ben-Avraham; Alona Golts; Yair Kittenplon; Shai Mazor; Ron Litman (CVPR, 2025)