Sagi Eppel - RankMe

28 papers A* 3Misc 1Journal 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Coding the Visual World: From Image to Simulation Using Vision Language Models. CoRR Sagi Eppel
2025	J	`jnl`	SciTextures: Collecting and Connecting Visual Patterns, Models, and Code Across Science and Art. CoRR Sagi Eppel, Alona Strugatski
2025	J	`jnl`	Shape and Texture Recognition in Large Vision-Language Models. CoRR Sagi Eppel, Mor Bismut, Alona Faktor
2024	J	`jnl`	Do large language vision models understand 3D shapes? CoRR Sagi Eppel
2024	A*	`conf`	Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation. NeurIPS Sagi Eppel, Jolina Li, Manuel S. Drehwald, Alán Aspuru-Guzik
2024	J	`jnl`	Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic Data. CoRR Sagi Eppel, Jolina Li, Manuel S. Drehwald, Alán Aspuru-Guzik
2024	J	`jnl`	Vastextures: Vast repository of textures and PBR materials extracted from real-world images using unsupervised methods. CoRR Sagi Eppel
2023	J	`jnl`	Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network. Nat. Mac. Intell. Mario Krenn, Lorenzo Buffoni, Bruno C. Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, João P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp
2023	A*	`conf`	MVTrans: Multi-View Perception of Transparent Objects. ICRA Yi Ru Wang, Yuchi Zhao, Haoping Xu, Sagi Eppel, Alán Aspuru-Guzik, Florian Shkurti, Animesh Garg
2023	J	`jnl`	MVTrans: Multi-View Perception of Transparent Objects. CoRR Yi Ru Wang, Yuchi Zhao, Haoping Xu, Sagi Eppel, Alán Aspuru-Guzik, Florian Shkurti, Animesh Garg
2023	A*	`conf`	One-shot recognition of any material anywhere using contrastive learning with physics-based rendering. ICCV Manuel S. Drehwald, Sagi Eppel, Jolina Li, Han Hao, Alán Aspuru-Guzik
2022	J	`jnl`	One-shot recognition of any material anywhere using contrastive learning with physics-based rendering. CoRR Manuel S. Drehwald, Sagi Eppel, Jolina Li, Han Hao, Alán Aspuru-Guzik
2022	J	`jnl`	Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network. CoRR Mario Krenn, Lorenzo Buffoni, Bruno C. Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, João P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp
2021	J	`jnl`	Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations prediction. CoRR Sagi Eppel, Haoping Xu, Alán Aspuru-Guzik
2021	J	`jnl`	Deep molecular dreaming: inverse machine learning for de-novo molecular design and interpretability with surjective representations. Mach. Learn. Sci. Technol. Cynthia Shen, Mario Krenn, Sagi Eppel, Alán Aspuru-Guzik
2021	J	`jnl`	Predicting 3D shapes, masks, and properties of materials, liquids, and objects inside transparent containers, using the TransProteus CGI dataset. CoRR Sagi Eppel, Haoping Xu, Yi Ru Wang, Alán Aspuru-Guzik
2021	J	`jnl`	Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects. CoRR Haoping Xu, Yi Ru Wang, Sagi Eppel, Alán Aspuru-Guzik, Florian Shkurti, Animesh Garg
2021	Misc	`conf`	Seeing Glass: Joint Point-Cloud and Depth Completion for Transparent Objects. CoRL Haoping Xu, Yi Ru Wang, Sagi Eppel, Alán Aspuru-Guzik, Florian Shkurti, Animesh Garg
2020	J	`jnl`	Deep Molecular Dreaming: Inverse machine learning for de-novo molecular design and interpretability with surjective representations. CoRR Cynthia Shen, Mario Krenn, Sagi Eppel, Alán Aspuru-Guzik
2019	J	`jnl`	Class-independent sequential full image segmentation, using a convolutional net that finds a segment within an attention region, given a pointer pixel within this segment. CoRR Sagi Eppel
2019	J	`jnl`	Generator evaluator-selector net: a modular approach for panoptic segmentation. CoRR Sagi Eppel, Alán Aspuru-Guzik
2018	J	`jnl`	Classifying a specific image region using convolutional nets with an ROI mask as input. CoRR Sagi Eppel
2017	J	`jnl`	Hierarchical semantic segmentation using modular convolutional neural networks. CoRR Sagi Eppel
2017	J	`jnl`	Setting an attention region for convolutional neural networks using region selective features, for recognition of materials within glass vessels. CoRR Sagi Eppel
2016	J	`jnl`	Tracing liquid level and material boundaries in transparent vessels using the graph cut computer vision approach. CoRR Sagi Eppel
2015	J	`jnl`	Tracing the boundaries of materials in transparent vessels using computer vision. CoRR Sagi Eppel
2015	J	`jnl`	Using curvature to distinguish between surface reflections and vessel contents in computer vision based recognition of materials in transparent vessels. CoRR Sagi Eppel
2014	J	`jnl`	Computer vision-based recognition of liquid surfaces and phase boundaries in transparent vessels, with emphasis on chemistry applications. CoRR Sagi Eppel, Tal Kachman