{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:IS5GUHZVOSCYUKBFWE2CNWZRGO","short_pith_number":"pith:IS5GUHZV","schema_version":"1.0","canonical_sha256":"44ba6a1f3574858a2825b13426db3133bc9548346932eae0525164c3b9128641","source":{"kind":"arxiv","id":"2606.23679","version":1},"attestation_state":"computed","paper":{"title":"Semantic Browsing: Controllable Diversity for Image Generation","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI","cs.GR","cs.LG"],"primary_cat":"cs.CV","authors_text":"Daniel Cohen-Or, Maya Vishnevsky, Omer Dahary, Or Patashnik, Sara Dorfman","submitted_at":"2026-06-22T17:59:17Z","abstract_excerpt":"Modern text-to-image models excel in visual fidelity and prompt adherence. However, this strict adherence comes at the cost of diversity: generated samples tend to collapse into a single visual interpretation. Existing methods to improve diversity produce outputs driven by incidental variations rather than meaningful design choices. This motivates a new variant of the diversity task where structure is enforced on the generated samples. We introduce a method for controlled diversity that enables Semantic Browsing, where users can navigate structured image galleries and experience creative explo"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2606.23679","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-22T17:59:17Z","cross_cats_sorted":["cs.AI","cs.GR","cs.LG"],"title_canon_sha256":"04baf83d7e8df18203ae322793cf83d212eb04e7e1fe85f5b61b81e59e87817b","abstract_canon_sha256":"94d8da736ad9b152284c6367e894e45da18ffb06e0aed3161e021a5804576a87"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-23T03:14:34.495108Z","signature_b64":"uqkorwGeWd6QaDvBilzXmO+lKPRqGW8NzpHwzxeLziQznu/qq9SRAscBI8ANBRe5vLH7XJGQCE4xJVfvIZ40CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"44ba6a1f3574858a2825b13426db3133bc9548346932eae0525164c3b9128641","last_reissued_at":"2026-06-23T03:14:34.494732Z","signature_status":"signed_v1","first_computed_at":"2026-06-23T03:14:34.494732Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Semantic Browsing: Controllable Diversity for Image Generation","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI","cs.GR","cs.LG"],"primary_cat":"cs.CV","authors_text":"Daniel Cohen-Or, Maya Vishnevsky, Omer Dahary, Or Patashnik, Sara Dorfman","submitted_at":"2026-06-22T17:59:17Z","abstract_excerpt":"Modern text-to-image models excel in visual fidelity and prompt adherence. However, this strict adherence comes at the cost of diversity: generated samples tend to collapse into a single visual interpretation. Existing methods to improve diversity produce outputs driven by incidental variations rather than meaningful design choices. This motivates a new variant of the diversity task where structure is enforced on the generated samples. We introduce a method for controlled diversity that enables Semantic Browsing, where users can navigate structured image galleries and experience creative explo"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.23679","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2606.23679/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2606.23679","created_at":"2026-06-23T03:14:34.494797+00:00"},{"alias_kind":"arxiv_version","alias_value":"2606.23679v1","created_at":"2026-06-23T03:14:34.494797+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.23679","created_at":"2026-06-23T03:14:34.494797+00:00"},{"alias_kind":"pith_short_12","alias_value":"IS5GUHZVOSCY","created_at":"2026-06-23T03:14:34.494797+00:00"},{"alias_kind":"pith_short_16","alias_value":"IS5GUHZVOSCYUKBF","created_at":"2026-06-23T03:14:34.494797+00:00"},{"alias_kind":"pith_short_8","alias_value":"IS5GUHZV","created_at":"2026-06-23T03:14:34.494797+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/IS5GUHZVOSCYUKBFWE2CNWZRGO","json":"https://pith.science/pith/IS5GUHZVOSCYUKBFWE2CNWZRGO.json","graph_json":"https://pith.science/api/pith-number/IS5GUHZVOSCYUKBFWE2CNWZRGO/graph.json","events_json":"https://pith.science/api/pith-number/IS5GUHZVOSCYUKBFWE2CNWZRGO/events.json","paper":"https://pith.science/paper/IS5GUHZV"},"agent_actions":{"view_html":"https://pith.science/pith/IS5GUHZVOSCYUKBFWE2CNWZRGO","download_json":"https://pith.science/pith/IS5GUHZVOSCYUKBFWE2CNWZRGO.json","view_paper":"https://pith.science/paper/IS5GUHZV","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2606.23679&json=true","fetch_graph":"https://pith.science/api/pith-number/IS5GUHZVOSCYUKBFWE2CNWZRGO/graph.json","fetch_events":"https://pith.science/api/pith-number/IS5GUHZVOSCYUKBFWE2CNWZRGO/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/IS5GUHZVOSCYUKBFWE2CNWZRGO/action/timestamp_anchor","attest_storage":"https://pith.science/pith/IS5GUHZVOSCYUKBFWE2CNWZRGO/action/storage_attestation","attest_author":"https://pith.science/pith/IS5GUHZVOSCYUKBFWE2CNWZRGO/action/author_attestation","sign_citation":"https://pith.science/pith/IS5GUHZVOSCYUKBFWE2CNWZRGO/action/citation_signature","submit_replication":"https://pith.science/pith/IS5GUHZVOSCYUKBFWE2CNWZRGO/action/replication_record"}},"created_at":"2026-06-23T03:14:34.494797+00:00","updated_at":"2026-06-23T03:14:34.494797+00:00"}