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ORCIDRoy Ganz
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2020 – today
- 2024
[c7]Roy Ganz, Yair Kittenplon, Aviad Aberdam, Elad Ben-Avraham, Oren Nuriel, Shai Mazor, Ron Litman:
Question Aware Vision Transformer for Multimodal Reasoning. CVPR 2024: 13861-13871- [c6]Tsachi Blau, Sharon Fogel, Roi Ronen, Alona Golts, Shahar Tsiper, Elad Ben-Avraham, Aviad Aberdam, Roy Ganz, Ron Litman:
GRAM: Global Reasoning for Multi-Page VQA. CVPR 2024: 15598-15607 - [c5]Roy Ganz, Michael Elad:
CLIPAG: Towards Generator-Free Text-to-Image Generation. WACV 2024: 3831-3841 - [c4]Noam Rotstein, David Bensaïd, Shaked Brody, Roy Ganz, Ron Kimmel:
FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions. WACV 2024: 5677-5688 - [i17]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 abs/2401.03411 (2024) - [i16]Roy Ganz, Yair Kittenplon, Aviad Aberdam, Elad Ben-Avraham, Oren Nuriel, Shai Mazor, Ron Litman:
Question Aware Vision Transformer for Multimodal Reasoning. CoRR abs/2402.05472 (2024) - [i15]Navve Wasserman, Noam Rotstein, Roy Ganz, Ron Kimmel:
Paint by Inpaint: Learning to Add Image Objects by Removing Them First. CoRR abs/2404.18212 (2024) - [i14]Shelly Golan, Roy Ganz, Michael Elad:
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination. CoRR abs/2405.16260 (2024) - [i13]Maayan Ehrenberg, Roy Ganz, Nir Rosenfeld:
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness. CoRR abs/2406.11458 (2024) - [i12]Roy Ganz, Michael Elad:
Text-to-Image Generation Via Energy-Based CLIP. CoRR abs/2408.17046 (2024) - 2023
- [j2]Roy Ganz, Michael Elad:
BIGRoC: Boosting Image Generation via a Robust Classifier. Trans. Mach. Learn. Res. 2023 (2023) - [j1]Bahjat Kawar, Roy Ganz, Michael Elad:
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance. Trans. Mach. Learn. Res. 2023 (2023) - [c3]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: 21649-21660 - [c2]Roy Ganz, Oren Nuriel, Aviad Aberdam, Yair Kittenplon, Shai Mazor, Ron Litman:
Towards Models that Can See and Read. ICCV 2023: 21661-21671 - [c1]Roy Ganz, Bahjat Kawar, Michael Elad:
Do Perceptually Aligned Gradients Imply Robustness? ICML 2023: 10628-10648 - [i11]Roy Ganz, Oren Nuriel, Aviad Aberdam, Yair Kittenplon, Shai Mazor, Ron Litman:
Towards Models that Can See and Read. CoRR abs/2301.07389 (2023) - [i10]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 abs/2301.07464 (2023) - [i9]Tsachi Blau, Roy Ganz, Chaim Baskin
, Michael Elad, Alexander M. Bronstein:
Classifier Robustness Enhancement Via Test-Time Transformation. CoRR abs/2303.15409 (2023) - [i8]Noam Rotstein, David Bensaïd, Shaked Brody, Roy Ganz, Ron Kimmel:
FuseCap: Leveraging Large Language Models to Fuse Visual Data into Enriched Image Captions. CoRR abs/2305.17718 (2023) - [i7]Roy Ganz, Michael Elad:
CLIPAG: Towards Generator-Free Text-to-Image Generation. CoRR abs/2306.16805 (2023) - 2022
- [i6]Aviad Aberdam, Roy Ganz, Shai Mazor, Ron Litman:
Multimodal Semi-Supervised Learning for Text Recognition. CoRR abs/2205.03873 (2022) - [i5]Tsachi Blau, Roy Ganz, Bahjat Kawar, Alex M. Bronstein, Michael Elad:
Threat Model-Agnostic Adversarial Defense using Diffusion Models. CoRR abs/2207.08089 (2022) - [i4]Roy Ganz, Bahjat Kawar, Michael Elad:
Do Perceptually Aligned Gradients Imply Adversarial Robustness? CoRR abs/2207.11378 (2022) - [i3]Bahjat Kawar, Roy Ganz, Michael Elad:
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance. CoRR abs/2208.08664 (2022) - 2021
- [i2]Roy Ganz, Michael Elad:
Improved Image Generation via Sparse Modeling. CoRR abs/2104.00464 (2021) - [i1]Roy Ganz, Michael Elad:
BIGRoC: Boosting Image Generation via a Robust Classifier. CoRR abs/2108.03702 (2021)
Coauthor Index
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