Ganz, Roy

17 publications

ICLR 2025 Adversaries with Incentives: A Strategic Alternative to Adversarial Robustness Maayan Ehrenberg, Roy Ganz, Nir Rosenfeld

WACV 2025 Class-Conditioned Transformation for Enhanced Robust Image Classification Tsachi Blau, Roy Ganz, Chaim Baskin, Michael Elad, Alex Bronstein

CVPR 2025 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 Paint by Inpaint: Learning to Add Image Objects by Removing Them First Navve Wasserman, Noam Rotstein, Roy Ganz, Ron Kimmel

TMLR 2025 Text-to-Image Generation via Energy-Based CLIP Roy Ganz, Michael Elad

WACV 2024 CLIPAG: Towards Generator-Free Text-to-Image Generation Roy Ganz, Michael Elad

NeurIPS 2024 Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination Shelly Golan, Roy Ganz, Michael Elad

WACV 2024 FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions Noam Rotstein, David Bensaïd, Shaked Brody, Roy Ganz, Ron Kimmel

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

CVPR 2024 Question Aware Vision Transformer for Multimodal Reasoning Roy Ganz, Yair Kittenplon, Aviad Aberdam, Elad Ben Avraham, Oren Nuriel, Shai Mazor, Ron Litman

TMLR 2023 BIGRoC: Boosting Image Generation via a Robust Classifier Roy Ganz, Michael Elad

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

ICMLW 2023 Classifier Robustness Enhancement via Test-Time Transformation Tsachi Blau, Roy Ganz, Chaim Baskin, Michael Elad, Alex M. Bronstein

ICML 2023 Do Perceptually Aligned Gradients Imply Robustness? Roy Ganz, Bahjat Kawar, Michael Elad

TMLR 2023 Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance Bahjat Kawar, Roy Ganz, Michael Elad

ICCV 2023 Towards Models That Can See and Read Roy Ganz, Oren Nuriel, Aviad Aberdam, Yair Kittenplon, Shai Mazor, Ron Litman

ICLRW 2022 Improved Image Generation via Sparsity Roy Ganz, Michael Elad