Roy Ganz

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 23

Top Topics

Image Generation

Top Venues

Trans. Mach. Learn. Res.

Publications

Roy Ganz, Yair Kittenplon, Aviad Aberdam, Elad Ben-Avraham, Oren Nuriel, Shai Mazor, Ron Litman
Question Aware Vision Transformer for Multimodal Reasoning. CoRR (2024)
Maayan Ehrenberg, Roy Ganz, Nir Rosenfeld
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness. CoRR (2024)
Roy Ganz, Michael Elad
CLIPAG: Towards Generator-Free Text-to-Image Generation. WACV (2024)
Navve Wasserman, Noam Rotstein, Roy Ganz, Ron Kimmel
Paint by Inpaint: Learning to Add Image Objects by Removing Them First. CoRR (2024)
Tsachi Blau, Sharon Fogel, Roi Ronen, Alona Golts, Roy Ganz, Elad Ben-Avraham, Aviad Aberdam, Shahar Tsiper, Ron Litman
GRAM: Global Reasoning for Multi-Page VQA. CoRR (2024)
Shelly Golan, Roy Ganz, Michael Elad
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination. CoRR (2024)
Noam Rotstein, David Bensaïd, Shaked Brody, Roy Ganz, Ron Kimmel
FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions. WACV (2024)
Roy Ganz, Oren Nuriel, Aviad Aberdam, Yair Kittenplon, Shai Mazor, Ron Litman
Towards Models that Can See and Read. ICCV (2023)
Roy Ganz, Michael Elad
CLIPAG: Towards Generator-Free Text-to-Image Generation. CoRR (2023)
Tsachi Blau, Roy Ganz, Chaim Baskin, Michael Elad, Alexander M. Bronstein
Classifier Robustness Enhancement Via Test-Time Transformation. CoRR (2023)
Noam Rotstein, David Bensaïd, Shaked Brody, Roy Ganz, Ron Kimmel
FuseCap: Leveraging Large Language Models to Fuse Visual Data into Enriched Image Captions. CoRR (2023)
Bahjat Kawar, Roy Ganz, Michael Elad
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance. Trans. Mach. Learn. Res. 2023 (2023)
Roy Ganz, Bahjat Kawar, Michael Elad
Do Perceptually Aligned Gradients Imply Robustness? ICML (2023)
Roy Ganz, Michael Elad
BIGRoC: Boosting Image Generation via a Robust Classifier. Trans. Mach. Learn. Res. 2023 (2023)
Roy Ganz, Oren Nuriel, Aviad Aberdam, Yair Kittenplon, Shai Mazor, Ron Litman
Towards Models that Can See and Read. CoRR (2023)
Aviad Aberdam, David Bensaïd, Alona Golts, Roy Ganz, Oren Nuriel, Royee Tichauer, Shai Mazor, Ron Litman
CLIPTER: Looking at the Bigger Picture in Scene Text Recognition. ICCV (2023)
Aviad Aberdam, David Bensaïd, Alona Golts, Roy Ganz, Oren Nuriel, Royee Tichauer, Shai Mazor, Ron Litman
CLIPTER: Looking at the Bigger Picture in Scene Text Recognition. CoRR (2023)
Roy Ganz, Bahjat Kawar, Michael Elad
Do Perceptually Aligned Gradients Imply Adversarial Robustness? CoRR (2022)
Tsachi Blau, Roy Ganz, Bahjat Kawar, Alex M. Bronstein, Michael Elad
Threat Model-Agnostic Adversarial Defense using Diffusion Models. CoRR (2022)
Bahjat Kawar, Roy Ganz, Michael Elad
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance. CoRR (2022)
Aviad Aberdam, Roy Ganz, Shai Mazor, Ron Litman
Multimodal Semi-Supervised Learning for Text Recognition. CoRR (2022)
Roy Ganz, Michael Elad
Improved Image Generation via Sparse Modeling. CoRR (2021)
Roy Ganz, Michael Elad
BIGRoC: Boosting Image Generation via a Robust Classifier. CoRR (2021)