{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:WIPG5X2M4X453DH3QS4YDOWAHW","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"68981e225c181d1e92d841471b4424a7ff191d262bcd6c443e86fe6ed68044aa","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2021-03-04T18:59:10Z","title_canon_sha256":"e7db0434b909f140588390c076424e76d87042f92e5ea7b3a960b368779a3c93"},"schema_version":"1.0","source":{"id":"2103.03243","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2103.03243","created_at":"2026-07-05T02:20:25Z"},{"alias_kind":"arxiv_version","alias_value":"2103.03243v1","created_at":"2026-07-05T02:20:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2103.03243","created_at":"2026-07-05T02:20:25Z"},{"alias_kind":"pith_short_12","alias_value":"WIPG5X2M4X45","created_at":"2026-07-05T02:20:25Z"},{"alias_kind":"pith_short_16","alias_value":"WIPG5X2M4X453DH3","created_at":"2026-07-05T02:20:25Z"},{"alias_kind":"pith_short_8","alias_value":"WIPG5X2M","created_at":"2026-07-05T02:20:25Z"}],"graph_snapshots":[{"event_id":"sha256:2749cc47c2218e21da7e0068ac06efd06599e015e0746b915554188624e053df","target":"graph","created_at":"2026-07-05T02:20:25Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2103.03243/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Generative adversarial networks (GANs) have enabled photorealistic image synthesis and editing. However, due to the high computational cost of large-scale generators (e.g., StyleGAN2), it usually takes seconds to see the results of a single edit on edge devices, prohibiting interactive user experience. In this paper, we take inspirations from modern rendering software and propose Anycost GAN for interactive natural image editing. We train the Anycost GAN to support elastic resolutions and channels for faster image generation at versatile speeds. Running subsets of the full generator produce ou","authors_text":"Frieder Ganz, Ji Lin, Jun-Yan Zhu, Richard Zhang, Song Han","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2021-03-04T18:59:10Z","title":"Anycost GANs for Interactive Image Synthesis and Editing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2103.03243","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:03a628f19135ceacc5865544c53465c22d1a5ce95af419d594d3e57ba68890eb","target":"record","created_at":"2026-07-05T02:20:25Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"68981e225c181d1e92d841471b4424a7ff191d262bcd6c443e86fe6ed68044aa","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2021-03-04T18:59:10Z","title_canon_sha256":"e7db0434b909f140588390c076424e76d87042f92e5ea7b3a960b368779a3c93"},"schema_version":"1.0","source":{"id":"2103.03243","kind":"arxiv","version":1}},"canonical_sha256":"b21e6edf4ce5f9dd8cfb84b981bac03d8d5ca3080cbae8d48445c17812115ede","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b21e6edf4ce5f9dd8cfb84b981bac03d8d5ca3080cbae8d48445c17812115ede","first_computed_at":"2026-07-05T02:20:25.625983Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T02:20:25.625983Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JntKh23zS4Wh6C8OizGXKNKxOllETj2rZz+JFrPhpGL0kWia1zhfHua8NRdybNJ95XccPtPqq+qpVpVkKMrUBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T02:20:25.626396Z","signed_message":"canonical_sha256_bytes"},"source_id":"2103.03243","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:03a628f19135ceacc5865544c53465c22d1a5ce95af419d594d3e57ba68890eb","sha256:2749cc47c2218e21da7e0068ac06efd06599e015e0746b915554188624e053df"],"state_sha256":"67cd0705d489001b5087cc725bd0525807f81a860ca04bbd6de38c75fa7801f5"}