Sahand Sharifzadeh

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 31

Top Topics

Graph Classification

Reinforcement Learning

Top Venues

Publications

Sahand Sharifzadeh, Christos Kaplanis, Shreya Pathak, Dharshan Kumaran, Anastasija Ilic, Jovana Mitrovic, Charles Blundell, Andrea Banino
: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings. CoRR (2024)
Eli M. Carrami, Sahand Sharifzadeh
PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models. CoRR (2024)
Yiheng Xiong, Jingsong Liu, Kamilia Zaripova, Sahand Sharifzadeh, Matthias Keicher, Nassir Navab
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays. GRAIL/OCELOT@MICCAI (2023)
Volker Tresp, Sahand Sharifzadeh, Hang Li, Dario Konopatzki, Yunpu Ma
The Tensor Brain: A Unified Theory of Perception, Memory, and Semantic Decoding. Neural Comput. 35 (2) (2023)
Vasiliki Kougia, Simon Fetzel, Thomas Kirchmair, Erion Çano, Sina Moayed Baharlou, Sahand Sharifzadeh, Benjamin Roth
MemeGraphs: Linking Memes to Knowledge Graphs. ICDAR (1) (2023)
Hosein Hashemi, Nikolai Hartmann, Sahand Sharifzadeh, James Kahn, Thomas Kuhr
Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational Reasoning. CoRR (2023)
Yiheng Xiong, Jingsong Liu, Kamilia Zaripova, Sahand Sharifzadeh, Matthias Keicher, Nassir Navab
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays. CoRR (2023)
Rajat Koner, Tanveer Hannan, Suprosanna Shit, Sahand Sharifzadeh, Matthias Schubert, Thomas Seidl, Volker Tresp
InstanceFormer: An Online Video Instance Segmentation Framework. AAAI (2023)
Hang Li, Jindong Gu, Rajat Koner, Sahand Sharifzadeh, Volker Tresp
Do DALL-E and Flamingo Understand Each Other? ICCV (2023)
Vasiliki Kougia, Simon Fetzel, Thomas Kirchmair, Erion Çano, Sina Moayed Baharlou, Sahand Sharifzadeh, Benjamin Roth
MemeGraphs: Linking Memes to Knowledge Graphs. CoRR (2023)
Rajat Koner, Tanveer Hannan, Suprosanna Shit, Sahand Sharifzadeh, Matthias Schubert, Thomas Seidl, Volker Tresp
InstanceFormer: An Online Video Instance Segmentation Framework. CoRR (2022)
Hang Li, Jindong Gu, Rajat Koner, Sahand Sharifzadeh, Volker Tresp
Do DALL-E and Flamingo Understand Each Other? CoRR (2022)
Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp
Improving Scene Graph Classification by Exploiting Knowledge from Texts. AAAI (2022)
Mehdi Ali, Max Berrendorf, Charles Tapley Hoyt, Laurent Vermue, Mikhail Galkin, Sahand Sharifzadeh, Asja Fischer, Volker Tresp, Jens Lehmann
Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Suprosanna Shit, Rajat Koner, Bastian Wittmann, Johannes C. Paetzold, Ivan Ezhov, Hongwei Li, Jiazhen Pan, Sahand Sharifzadeh, Georgios Kaissis, Volker Tresp, Bjoern H. Menze
Relationformer: A Unified Framework for Image-to-Graph Generation. ECCV (37) (2022)
Suprosanna Shit, Rajat Koner, Bastian Wittmann, Johannes C. Paetzold, Ivan Ezhov, Hongwei Li, Jiazhen Pan, Sahand Sharifzadeh, Georgios Kaissis, Volker Tresp, Bjoern H. Menze
Relationformer: A Unified Framework for Image-to-Graph Generation. CoRR (2022)
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katie Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karen Simonyan
Flamingo: a Visual Language Model for Few-Shot Learning. CoRR (2022)
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katherine Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob L. Menick, Sebastian Borgeaud, Andy Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karén Simonyan
Flamingo: a Visual Language Model for Few-Shot Learning. NeurIPS (2022)
Edwin Babaians, Tapan Sharma, Mojtaba Karimi, Sahand Sharifzadeh, Eckehard G. Steinbach
PourNet: Robust Robotic Pouring Through Curriculum and Curiosity-based Reinforcement Learning. IROS (2022)
Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp
Improving Visual Reasoning by Exploiting The Knowledge in Texts. CoRR (2021)
Mehdi Ali, Max Berrendorf, Charles Tapley Hoyt, Laurent Vermue, Sahand Sharifzadeh, Volker Tresp, Jens Lehmann
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings. J. Mach. Learn. Res. 22 (2021)
Sahand Sharifzadeh, Sina Moayed Baharlou, Volker Tresp
Classification by Attention: Scene Graph Classification with Prior Knowledge. AAAI (2021)
Volker Tresp, Sahand Sharifzadeh, Hang Li, Dario Konopatzki, Yunpu Ma
The Tensor Brain: A Unified Theory of Perception, Memory and Semantic Decoding. CoRR (2021)
Volker Tresp, Sahand Sharifzadeh, Dario Konopatzki, Yunpu Ma
The Tensor Brain: Semantic Decoding for Perception and Memory. CoRR (2020)
Sahand Sharifzadeh, Sina Moayed Baharlou, Max Berrendorf, Rajat Koner, Volker Tresp
Improving Visual Relation Detection using Depth Maps. ICPR (2020)
Sahand Sharifzadeh, Sina Moayed Baharlou, Volker Tresp
Classification by Attention: Scene Graph Classification with Prior Knowledge. CoRR (2020)
Mehdi Ali, Max Berrendorf, Charles Tapley Hoyt, Laurent Vermue, Mikhail Galkin, Sahand Sharifzadeh, Asja Fischer, Volker Tresp, Jens Lehmann
Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework. CoRR (2020)
Mehdi Ali, Max Berrendorf, Charles Tapley Hoyt, Laurent Vermue, Sahand Sharifzadeh, Volker Tresp, Jens Lehmann
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings. CoRR (2020)
Martin Schmitt, Sahand Sharifzadeh, Volker Tresp, Hinrich Schütze
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing. EMNLP (1) (2020)
Sahand Sharifzadeh, Max Berrendorf, Volker Tresp
Improving Visual Relation Detection using Depth Maps. CoRR (2019)
Sahand Sharifzadeh, Ioannis Chiotellis, Rudolph Triebel, Daniel Cremers
Learning to Drive using Inverse Reinforcement Learning and Deep Q-Networks. CoRR (2016)