{"id":"https://openalex.org/W7131873514","doi":"https://doi.org/10.48550/arxiv.2602.23359","title":"SeeThrough3D: Occlusion Aware 3D Control in Text-to-Image Generation","display_name":"SeeThrough3D: Occlusion Aware 3D Control in Text-to-Image Generation","publication_year":2026,"publication_date":"2026-02-26","ids":{"openalex":"https://openalex.org/W7131873514","doi":"https://doi.org/10.48550/arxiv.2602.23359"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2602.23359","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102802711","display_name":"Vaibhav Agrawal","orcid":"https://orcid.org/0000-0003-4729-0167"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agrawal, Vaibhav","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083245825","display_name":"Rishubh Parihar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Parihar, Rishubh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127364960","display_name":"Pradhaan Bhat","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bhat, Pradhaan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038936106","display_name":"Ravi Kiran Sarvadevabhatla","orcid":"https://orcid.org/0000-0003-4134-1154"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarvadevabhatla, Ravi Kiran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5127032466","display_name":"R. Venkatesh Babu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Babu, R. Venkatesh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.6869999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.6869999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.19009999930858612,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.019600000232458115,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6582000255584717},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5633000135421753},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4903999865055084},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.4706000089645386},{"id":"https://openalex.org/keywords/view-synthesis","display_name":"View synthesis","score":0.44369998574256897},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.44179999828338623},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.4163999855518341},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.3971000015735626}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7616000175476074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7408000230789185},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7253000140190125},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6582000255584717},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5633000135421753},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4903999865055084},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.4706000089645386},{"id":"https://openalex.org/C2776449333","wikidata":"https://www.wikidata.org/wiki/Q7928781","display_name":"View synthesis","level":3,"score":0.44369998574256897},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.44179999828338623},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.4163999855518341},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.3971000015735626},{"id":"https://openalex.org/C3019007443","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3d model","level":2,"score":0.3644999861717224},{"id":"https://openalex.org/C83248878","wikidata":"https://www.wikidata.org/wiki/Q344000","display_name":"Active appearance model","level":3,"score":0.3476000130176544},{"id":"https://openalex.org/C20894473","wikidata":"https://www.wikidata.org/wiki/Q1116105","display_name":"Object model","level":3,"score":0.34619998931884766},{"id":"https://openalex.org/C108882727","wikidata":"https://www.wikidata.org/wiki/Q2991685","display_name":"Solid modeling","level":2,"score":0.3379000127315521},{"id":"https://openalex.org/C109950114","wikidata":"https://www.wikidata.org/wiki/Q4464732","display_name":"3D reconstruction","level":2,"score":0.33500000834465027},{"id":"https://openalex.org/C179372163","wikidata":"https://www.wikidata.org/wiki/Q1406181","display_name":"Scene graph","level":3,"score":0.29589998722076416},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.29420000314712524},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.28119999170303345},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.2648000121116638},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2602.23359","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2602.23359","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.23359","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:doi:10.48550/arxiv.2602.23359","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0,46,60,110],"identify":[1],"occlusion":[2],"reasoning":[3],"as":[4,72],"a":[5,49,78,112,122,166],"fundamental":[6],"yet":[7],"overlooked":[8],"aspect":[9],"for":[10,17,51],"3D":[11,52,64,74,131,187],"layout-conditioned":[12],"generation.":[13,109],"It":[14],"is":[15],"essential":[16],"synthesizing":[18],"partially":[19],"occluded":[20],"objects":[21,69,155],"with":[22,169,173,190],"depth-consistent":[23],"geometry":[24],"and":[25,81,184,193],"scale.":[26],"While":[27],"existing":[28],"methods":[29],"can":[30],"generate":[31],"realistic":[32,191],"scenes":[33,172],"that":[34,56],"follow":[35],"input":[36],"layouts,":[37],"they":[38],"often":[39],"fail":[40],"to":[41,96,138,145,180],"model":[42,50,95,119],"precise":[43,186],"inter-object":[44,175],"occlusions.":[45,59,176],"propose":[47],"SeeThrough3D,":[48],"layout":[53,188],"conditioned":[54],"generation":[55,118,152],"explicitly":[57],"models":[58],"introduce":[61],"an":[62],"occlusion-aware":[63],"scene":[65],"representation":[66],"(OSCR),":[67],"where":[68],"are":[70],"depicted":[71],"translucent":[73],"boxes":[75],"placed":[76],"within":[77],"virtual":[79],"environment":[80],"rendered":[82,102,130],"from":[83,128],"desired":[84],"camera":[85,106,195],"viewpoint.":[86],"The":[87],"transparency":[88],"encodes":[89],"hidden":[90],"object":[91,142,157,182],"regions,":[92],"enabling":[93,150],"the":[94,101,162],"reason":[97],"about":[98],"occlusions,":[99],"while":[100],"viewpoint":[103],"provides":[104],"explicit":[105],"control":[107,189],"during":[108],"condition":[111],"pretrained":[113],"flow":[114],"based":[115],"text-to-image":[116],"image":[117],"by":[120],"introducing":[121],"set":[123],"of":[124,153],"visual":[125],"tokens":[126],"derived":[127],"our":[129],"representation.":[132],"Furthermore,":[133],"we":[134,164],"apply":[135],"masked":[136],"self-attention":[137],"accurately":[139],"bind":[140],"each":[141],"bounding":[143],"box":[144],"its":[146],"corresponding":[147],"textual":[148],"description,":[149],"accurate":[151],"multiple":[154],"without":[156],"attribute":[158],"mixing.":[159],"To":[160],"train":[161],"model,":[163],"construct":[165],"synthetic":[167],"dataset":[168],"diverse":[170],"multi-object":[171],"strong":[174],"SeeThrough3D":[177],"generalizes":[178],"effectively":[179],"unseen":[181],"categories":[183],"enables":[185],"occlusions":[192],"consistent":[194],"control.":[196]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-02-28T00:00:00"}
