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thomas hummel thomas hummel i recently completed my phd in the explainable machine learning group at the university of tübingen and the international max planck research school for intelligent systems imprs is supervised by prof zeynep akata my research centres on multi modal learning at the intersection of vision language and audio during my phd i worked on audio visual zero shot and few shot learning language guided video retrieval including fine grained video retrieval and egocentric video benchmarking i also spent time as a research intern at sony ai in zurich where i developed a clap like audio language alignment model that enables semantic sound effects search as well as text and audio conditioning for sound effects generation the model is now integrated as a search engine in audiokinetic s wwise 2025 1 and as the clap backbone of woosh sony ai s sound effects foundation model before my phd i received my master s degree in intelligent adaptive systems from the university of hamburg 2019 and my bachelor s degree in bioprocess informatics from the weihenstephan triesdorf university of applied sciences 2015 mail twitter scholar github linkedin publications woosh a sound effects foundation model gaetan hadjeres marc ferras khaled koutini benno weck alexandre bittar thomas hummel zineb lahrichi hakim missoum joan serrà yuki mitsufuji arxiv org 2026 project page paper code expand bibtex inproceedings hadjeres2026arxiv author gaetan hadjeres and marc ferras and khaled koutini and benno weck and alexandre bittar and thomas hummel and zineb lahrichi and hakim missoum and joan serrà and yuki mitsufuji title woosh a sound effects foundation model booktitle arxiv org year 2026 egocvr an egocentric benchmark for fine grained composed video retrieval thomas hummel shyamgopal karthik mariana iuliana georgescu zeynep akata proc of the european conf on computer vision eccv 2024 equal contribution project page paper code expand bibtex inproceedings hummel2024eccv author thomas hummel and shyamgopal karthik and mariana iuliana georgescu and zeynep akata title egocvr an egocentric benchmark for fine grained composed video retrieval booktitle proc of the european conf on computer vision eccv year 2024 video adverb retrieval with compositional adverb action embeddings oral presentation thomas hummel otniel bogdan mercea a sophia koepke zeynep akata british machine vision conference bmvc 2023 project page paper code expand bibtex inproceedings hummel2023bmvc author thomas hummel and otniel bogdan mercea and a sophia koepke and zeynep akata title video adverb retrieval with compositional adverb action embeddings booktitle british machine vision conference bmvc year 2023 text to feature diffusion for audio visual few shot learning otniel bogdan mercea thomas hummel a sophia koepke zeynep akata dagm german conference on pattern recognition gcpr 2023 project page paper code expand bibtex inproceedings mercea2023gcpr author otniel bogdan mercea and thomas hummel and a sophia koepke and zeynep akata title text to feature diffusion for audio visual few shot learning booktitle dagm german conference on pattern recognition gcpr year 2023 temporal and cross modal attention for audio visual zero shot learning otniel bogdan mercea thomas hummel a sophia koepke zeynep akata proc of the european conf on computer vision eccv 2022 equal contribution project page paper code expand bibtex inproceedings mercea2022eccv author otniel bogdan mercea and thomas hummel and a sophia koepke and zeynep akata title temporal and cross modal attention for audio visual zero shot learning booktitle proc of the european conf on computer vision eccv year 2022 semantic image synthesis with semantically coupled vq model stephan alaniz thomas hummel zeynep akata iclr workshop on deep generative models for highly structured data dgm4hsd 2022 equal contribution project page paper expand bibtex inproceedings alaniz2022dgm4hsd author stephan alaniz and thomas hummel and zeynep akata title semantic image synthesis with semantically coupled vq model booktitle iclr workshop on deep generative models for highly structured data dgm4hsd year 2022 crossmodal language grounding in an embodied neurocognitive model stefan heinrich yuan yao tobias hinz zhiyuan liu thomas hummel matthias kerzel cornelius weber stefan wermter frontiers in neurorobotics 2020 project page paper code expand bibtex inproceedings heinrich2020frontiers author stefan heinrich and yuan yao and tobias hinz and zhiyuan liu and thomas hummel and matthias kerzel and cornelius weber and stefan wermter title crossmodal language grounding in an embodied neurocognitive model booktitle frontiers in neurorobotics year 2020 the impact of personalisation on human robot interaction in learning scenarios nikhil churamani paul anton marc brügger erik fließwasser thomas hummel julius mayer waleed mustafa hwei geok ng thi linh chi nguyen quan nguyen marcus soll sebastian springenberg sascha griffiths stefan heinrich nicolás navarro guerrero erik strahl johannes twiefel cornelius weber stefan wermter proceedings of the 5th international conference on human agent interaction 2017 project page paper expand bibtex inproceedings churamani2017hai author nikhil churamani and paul anton and marc brügger and erik fließwasser and thomas hummel and julius mayer and waleed mustafa and hwei geok ng and thi linh chi nguyen and quan nguyen and marcus soll and sebastian springenberg and sascha griffiths and stefan heinrich and nicolás navarro guerrero and erik strahl and johannes twiefel and cornelius weber and stefan wermter title the impact of personalisation on human robot interaction in learning scenarios booktitle proceedings of the 5th international conference on human agent interaction year 2017 hey robot why don t you talk to me hwei geok ng paul anton marc brügger nikhil churamani erik fließwasser thomas hummel julius mayer waleed mustafa thi linh chi nguyen quan nguyen marcus soll sebastian springenberg sascha griffiths stefan heinrich nicolás navarro guerrero erik strahl johannes twiefel cornelius weber stefan wermter proc of the ieee international symposium on robot and human interactive communication ro man 2017 project page paper expand bibtex inproceedings ng2017roman author hwei geok ng and paul anton and marc brügger and nikhil churamani and erik fließwasser and thomas hummel and julius mayer and waleed mustafa and thi linh chi nguyen and quan nguyen and marcus soll and sebastian springenberg and sascha griffiths and stefan heinrich and nicolás navarro guerrero and erik strahl and johannes twiefel and cornelius weber and stefan wermter title hey robot why don t you talk to me booktitle proc of the ieee international symposium on robot and human interactive communication ro man year 2017 shiva a web application for drug resistance and tropism testing in hiv mona riemenschneider thomas hummel dominik heider bmc bioinformatics 2016 project page paper expand bibtex inproceedings riemenschneider2016shiva author mona riemenschneider and thomas hummel and dominik heider title shiva a web application for drug resistance and tropism testing in hiv booktitle bmc bioinformatics year 2016 this website is based on a great template from michael niemeyer