PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models.

Sahand Sharifzadeh https://orcid.org/0000-0002-5534-4017 https://www.wikidata.org/entity/Q96631563

Eli M. Carrami Sahand Sharifzadeh PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models. 2024 abs/2402.13653 CoRR https://doi.org/10.48550/arXiv.2402.13653 db/journals/corr/corr2402.html#abs-2402-13653

Sahand Sharifzadeh Christos Kaplanis Shreya Pathak Dharshan Kumaran Anastasija Ilic Jovana Mitrovic Charles Blundell Andrea Banino Synth<sup>2</sup>: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings. 2024 abs/2403.07750 CoRR https://doi.org/10.48550/arXiv.2403.07750 db/journals/corr/corr2403.html#abs-2403-07750

Sahand Sharifzadeh On the importance of symbol grounding and top-down processes in computer vision. 2023 Ludwig Maximilian University of Munich, Germany https://edoc.ub.uni-muenchen.de/33176/ https://nbn-resolving.org/urn:nbn:de:bvb:19-331769 https://d-nb.info/1322672245

Volker Tresp Sahand Sharifzadeh Hang Li 0010 Dario Konopatzki Yunpu Ma The Tensor Brain: A Unified Theory of Perception, Memory, and Semantic Decoding. 156-227 2023 February 35 Neural Comput. 2 https://doi.org/10.1162/neco_a_01552 db/journals/neco/neco35.html#TrespSLKM23

Rajat Koner Tanveer Hannan Suprosanna Shit Sahand Sharifzadeh Matthias Schubert Thomas Seidl 0001 Volker Tresp InstanceFormer: An Online Video Instance Segmentation Framework. 1188-1195 2023 AAAI https://doi.org/10.1609/aaai.v37i1.25201 conf/aaai/2023 db/conf/aaai/aaai2023.html#KonerHSSS0T23 Hang Li 0010 Jindong Gu Rajat Koner Sahand Sharifzadeh Volker Tresp Do DALL-E and Flamingo Understand Each Other? 1999-2010 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.00191 conf/iccv/2023 db/conf/iccv/iccv2023.html#0010GKST23 Vasiliki Kougia Simon Fetzel Thomas Kirchmair Erion Çano Sina Moayed Baharlou Sahand Sharifzadeh Benjamin Roth 0001 MemeGraphs: Linking Memes to Knowledge Graphs. 534-551 2023 ICDAR (1) https://doi.org/10.1007/978-3-031-41676-7_31 conf/icdar/2023-1 db/conf/icdar/icdar2023-1.html#KougiaFKCBSR23 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. 54-63 2023 GRAIL/OCELOT@MICCAI https://doi.org/10.1007/978-3-031-55088-1_5 conf/miccai/2023grail db/conf/miccai/grail2023.html#XiongLZSKN23

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. 2023 abs/2303.08046 CoRR https://doi.org/10.48550/arXiv.2303.08046 db/journals/corr/corr2303.html#abs-2303-08046

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. 2023 abs/2303.13818 CoRR https://doi.org/10.48550/arXiv.2303.13818 db/journals/corr/corr2303.html#abs-2303-13818

Vasiliki Kougia Simon Fetzel Thomas Kirchmair Erion Çano Sina Moayed Baharlou Sahand Sharifzadeh Benjamin Roth 0001 MemeGraphs: Linking Memes to Knowledge Graphs. 2023 abs/2305.18391 CoRR https://doi.org/10.48550/arXiv.2305.18391 db/journals/corr/corr2305.html#abs-2305-18391

Mehdi Ali Max Berrendorf Charles Tapley Hoyt Laurent Vermue Mikhail Galkin 0001 Sahand Sharifzadeh Asja Fischer Volker Tresp Jens Lehmann 0001 Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework. 8825-8845 2022 44 IEEE Trans. Pattern Anal. Mach. Intell. 12 https://doi.org/10.1109/TPAMI.2021.3124805 https://www.wikidata.org/entity/Q96631308 db/journals/pami/pami44.html#AliBHVGSFTL22

Sahand Sharifzadeh Sina Moayed Baharlou Martin Schmitt Hinrich Schütze Volker Tresp Improving Scene Graph Classification by Exploiting Knowledge from Texts. 2189-2197 2022 AAAI https://doi.org/10.1609/aaai.v36i2.20116 https://www.wikidata.org/entity/Q113233094 conf/aaai/2022 db/conf/aaai/aaai2022.html#SharifzadehBSST22 Suprosanna Shit Rajat Koner Bastian Wittmann Johannes C. Paetzold Ivan Ezhov Hongwei Li 0004 Jiazhen Pan Sahand Sharifzadeh Georgios Kaissis Volker Tresp Bjoern H. Menze Relationformer: A Unified Framework for Image-to-Graph Generation. 422-439 2022 ECCV (37) https://doi.org/10.1007/978-3-031-19836-6_24 conf/eccv/2022-37 db/conf/eccv/eccv2022-37.html#ShitKWPELPSKTM22 Edwin Babaians Tapan Sharma Mojtaba Karimi Sahand Sharifzadeh Eckehard G. Steinbach PourNet: Robust Robotic Pouring Through Curriculum and Curiosity-based Reinforcement Learning. 9332-9339 2022 IROS https://doi.org/10.1109/IROS47612.2022.9981195 conf/iros/2022 db/conf/iros/iros2022.html#BabaiansSKSS22 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. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/960a172bc7fbf0177ccccbb411a7d800-Abstract-Conference.html db/conf/nips/neurips2022.html#AlayracDLMBHLMM22

Suprosanna Shit Rajat Koner Bastian Wittmann Johannes C. Paetzold Ivan Ezhov Hongwei Li 0004 Jiazhen Pan Sahand Sharifzadeh Georgios Kaissis Volker Tresp Bjoern H. Menze Relationformer: A Unified Framework for Image-to-Graph Generation. 2022 abs/2203.10202 CoRR https://doi.org/10.48550/arXiv.2203.10202 db/journals/corr/corr2203.html#abs-2203-10202

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. 2022 abs/2204.14198 CoRR https://doi.org/10.48550/arXiv.2204.14198 https://www.wikidata.org/entity/Q111939498 db/journals/corr/corr2204.html#abs-2204-14198

Hang Li 0010 Jindong Gu Rajat Koner Sahand Sharifzadeh Volker Tresp Do DALL-E and Flamingo Understand Each Other? 2022 abs/2212.12249 CoRR https://doi.org/10.48550/arXiv.2212.12249 db/journals/corr/corr2212.html#abs-2212-12249

Mehdi Ali Max Berrendorf Charles Tapley Hoyt Laurent Vermue Sahand Sharifzadeh Volker Tresp Jens Lehmann 0001 PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings. 82:1-82:6 2021 22 J. Mach. Learn. Res. https://jmlr.org/papers/v22/20-825.html db/journals/jmlr/jmlr22.html#AliBHVSTL21

Sahand Sharifzadeh Sina Moayed Baharlou Volker Tresp Classification by Attention: Scene Graph Classification with Prior Knowledge. 5025-5033 2021 AAAI https://doi.org/10.1609/aaai.v35i6.16636 conf/aaai/2021 db/conf/aaai/aaai2021.html#SharifzadehBT21

Sahand Sharifzadeh Sina Moayed Baharlou Martin Schmitt Hinrich Schütze Volker Tresp Improving Visual Reasoning by Exploiting The Knowledge in Texts. 2021 abs/2102.04760 CoRR https://arxiv.org/abs/2102.04760 db/journals/corr/corr2102.html#abs-2102-04760

Volker Tresp Sahand Sharifzadeh Hang Li 0010 Dario Konopatzki Yunpu Ma The Tensor Brain: A Unified Theory of Perception, Memory and Semantic Decoding. 2021 abs/2109.13392 CoRR https://arxiv.org/abs/2109.13392 db/journals/corr/corr2109.html#abs-2109-13392

Martin Schmitt Sahand Sharifzadeh Volker Tresp Hinrich Schütze An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing. 7117-7130 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.577 https://aclanthology.org/2020.emnlp-main.577/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#SchmittSTS20 Sahand Sharifzadeh Sina Moayed Baharlou Max Berrendorf Rajat Koner Volker Tresp Improving Visual Relation Detection using Depth Maps. 3597-3604 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9412945 conf/icpr/2020 db/conf/icpr/icpr2020.html#SharifzadehBBKT20

Volker Tresp Sahand Sharifzadeh Dario Konopatzki Yunpu Ma The Tensor Brain: Semantic Decoding for Perception and Memory. 2020 abs/2001.11027 CoRR https://arxiv.org/abs/2001.11027 db/journals/corr/corr2001.html#abs-2001-11027

Mehdi Ali Max Berrendorf Charles Tapley Hoyt Laurent Vermue Mikhail Galkin 0001 Sahand Sharifzadeh Asja Fischer Volker Tresp Jens Lehmann 0001 Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework. 2020 abs/2006.13365 CoRR https://arxiv.org/abs/2006.13365 db/journals/corr/corr2006.html#abs-2006-13365

Mehdi Ali Max Berrendorf Charles Tapley Hoyt Laurent Vermue Sahand Sharifzadeh Volker Tresp Jens Lehmann 0001 PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings. 2020 abs/2007.14175 CoRR https://arxiv.org/abs/2007.14175 db/journals/corr/corr2007.html#abs-2007-14175

Sahand Sharifzadeh Sina Moayed Baharlou Volker Tresp Classification by Attention: Scene Graph Classification with Prior Knowledge. 2020 abs/2011.10084 CoRR https://arxiv.org/abs/2011.10084 db/journals/corr/corr2011.html#abs-2011-10084

Sahand Sharifzadeh Max Berrendorf Volker Tresp Improving Visual Relation Detection using Depth Maps. 2019 abs/1905.00966 CoRR http://arxiv.org/abs/1905.00966 db/journals/corr/corr1905.html#abs-1905-00966

Sahand Sharifzadeh Ioannis Chiotellis Rudolph Triebel Daniel Cremers Learning to Drive using Inverse Reinforcement Learning and Deep Q-Networks. 2016 abs/1612.03653 CoRR http://arxiv.org/abs/1612.03653 db/journals/corr/corr1612.html#SharifzadehCTC16

Jean-Baptiste Alayrac Mehdi Ali Edwin Babaians Sina Moayed Baharlou Andrea Banino Iain Barr Ricardo Barreira Max Berrendorf Mikolaj Binkowski Charles Blundell Sebastian Borgeaud Andrew BrockAndy Brock Serkan Cabi Erion Çano Eli M. Carrami Ioannis Chiotellis Daniel Cremers Jeff Donahue Ivan Ezhov Simon Fetzel Asja Fischer Michael GalkinMikhail Galkin 0001 Zhitao Gong Jindong Gu Tengda Han Tanveer Hannan Nikolai Hartmann Hosein Hashemi Yana Hasson Charles Tapley Hoyt Anastasija Ilic James Kahn Georgios Kaissis Christos Kaplanis Mojtaba Karimi Matthias Keicher Thomas Kirchmair Rajat Koner Dario Konopatzki Vasiliki Kougia Thomas Kuhr Dharshan Kumaran Jens Lehmann 0001 Karel Lenc Hang Li 0010 Hongwei Li 0004 Jingsong Liu Pauline Luc Yunpu Ma Jacob Menick Jacob L. Menick Arthur Mensch Bjoern H. Menze Antoine Miech Katherine Millican Katie Millican Jovana Mitrovic Marianne Monteiro Nassir Navab Aida Nematzadeh Johannes C. Paetzold Jiazhen Pan Shreya Pathak Malcolm Reynolds Roman Ring Benjamin Roth 0001 Eliza Rutherford Sina Samangooei Martin Schmitt Matthias Schubert Hinrich Schütze Thomas Seidl 0001 Tapan Sharma Suprosanna Shit Karen SimonyanKarén Simonyan Eckehard G. Steinbach Volker Tresp Rudolph Triebel Laurent Vermue Oriol Vinyals Bastian Wittmann Yiheng Xiong Kamilia Zaripova Andrew Zisserman