{"_id":"b4oRDEsgN9vdm8KwY","bibbaseid":"joshi-nushi-balachandran-chandrasekaran-vineet-joshi-mirzasoleiman-mmgenprincipledandgeneralizabledatacurationforenhancingtaskperformanceinvlms-2025","author_short":["Joshi, S.","Nushi, B.","Balachandran, V.","Chandrasekaran, V.","Vineet, V.","Joshi, N.","Mirzasoleiman, B."],"bibdata":{"bibtype":"article","type":"article","title":"MM-Gen: Principled and Generalizable Data Curation for Enhancing Task Performance in VLMs","language":"en","journal":"Journal of Data-centric Machine Learning Research","author":[{"propositions":[],"lastnames":["Joshi"],"firstnames":["Siddharth"],"suffixes":[]},{"propositions":[],"lastnames":["Nushi"],"firstnames":["Besmira"],"suffixes":[]},{"propositions":[],"lastnames":["Balachandran"],"firstnames":["Vidhisha"],"suffixes":[]},{"propositions":[],"lastnames":["Chandrasekaran"],"firstnames":["Varun"],"suffixes":[]},{"propositions":[],"lastnames":["Vineet"],"firstnames":["Vibhav"],"suffixes":[]},{"propositions":[],"lastnames":["Joshi"],"firstnames":["Neel"],"suffixes":[]},{"propositions":[],"lastnames":["Mirzasoleiman"],"firstnames":["Baharan"],"suffixes":[]}],"month":"September","year":"2025","keywords":"Explorable","bibtex":"@article{joshi_mm-gen_2025,\n\ttitle = {{MM}-{Gen}: {Principled} and {Generalizable} {Data} {Curation} for {Enhancing} {Task} {Performance} in {VLMs}},\n\tlanguage = {en},\n\tjournal = {Journal of Data-centric Machine Learning Research},\n\tauthor = {Joshi, Siddharth and Nushi, Besmira and Balachandran, Vidhisha and Chandrasekaran, Varun and Vineet, Vibhav and Joshi, Neel and Mirzasoleiman, Baharan},\n\tmonth = sep,\n\tyear = {2025},\n\tkeywords = {Explorable},\n}\n\n\n\n","author_short":["Joshi, S.","Nushi, B.","Balachandran, V.","Chandrasekaran, V.","Vineet, V.","Joshi, N.","Mirzasoleiman, B."],"key":"joshi_mm-gen_2025","id":"joshi_mm-gen_2025","bibbaseid":"joshi-nushi-balachandran-chandrasekaran-vineet-joshi-mirzasoleiman-mmgenprincipledandgeneralizabledatacurationforenhancingtaskperformanceinvlms-2025","role":"author","urls":{},"keyword":["Explorable"],"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://bibbase.org/zotero-group/pratikmhatre/5933976","dataSources":["yJr5AAtJ5Sz3Q4WT4"],"keywords":["explorable"],"search_terms":["gen","principled","generalizable","data","curation","enhancing","task","performance","vlms","joshi","nushi","balachandran","chandrasekaran","vineet","joshi","mirzasoleiman"],"title":"MM-Gen: Principled and Generalizable Data Curation for Enhancing Task Performance in VLMs","year":2025}