{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleGAN v2.1.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b7a17f36-848d-418a-a871-2b58a3c071f2","json_url":"https://onlylabs.fyi/signals/b7a17f36-848d-418a-a871-2b58a3c071f2/signal.json","generated_at":"2026-06-11T03:45:51.209317+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/b7a17f36-848d-418a-a871-2b58a3c071f2","signal_json":"https://onlylabs.fyi/signals/b7a17f36-848d-418a-a871-2b58a3c071f2/signal.json","source":"https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PaddleGAN v2.1.0 (PaddlePaddle/PaddleGAN). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.1.0 Repository: PaddlePaddle/PaddleGAN Tag: v2.1.0 Published: 2022-01-04T07:14:10Z Prerelease: no Release notes: Release Note PaddleGAN 2.1.0版本有如下重要更新： -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0","source_host":"github.com","occurred_at":"2022-01-04T07:14:10+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleGAN"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/PaddleGAN","source":"source"},{"label":"Release","value":"v2.1.0","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:51.209317+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b7a17f36-848d-418a-a871-2b58a3c071f2/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/b7a17f36-848d-418a-a871-2b58a3c071f2/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baidu (ERNIE)'s release signal \"PaddlePaddle/PaddleGAN v2.1.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleGAN v2.1.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleGAN v2.1.0."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleGAN v2.1.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleGAN v2.1.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has context","object":"PaddlePaddle/PaddleGAN","text":"PaddlePaddle/PaddleGAN v2.1.0 has context PaddlePaddle/PaddleGAN."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleGAN v2.1.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleGAN v2.1.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleGAN v2.1.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleGAN v2.1.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"PaddlePaddle/PaddleGAN v2.1.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleGAN v2.1.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleGAN v2.1.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleGAN v2.1.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleGAN v2.1.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has repository","object":"PaddlePaddle/PaddleGAN","text":"PaddlePaddle/PaddleGAN v2.1.0 has repository PaddlePaddle/PaddleGAN."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has release","object":"v2.1.0","text":"PaddlePaddle/PaddleGAN v2.1.0 has release v2.1.0."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleGAN v2.1.0 (PaddlePaddle/PaddleGAN). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.1.0 Repository: PaddlePaddle/PaddleGAN Tag: v2.1.0 Published: 2022-01-04T07:14:10Z Prerelease: no Release notes: Release Note PaddleGAN 2.1.0版本有如下重要更新： -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleGAN v2.1.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleGAN v2.1.0."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleGAN v2.1.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleGAN v2.1.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has context","object":"PaddlePaddle/PaddleGAN","text":"PaddlePaddle/PaddleGAN v2.1.0 has context PaddlePaddle/PaddleGAN."},{"subject":"PaddlePaddle/PaddleGAN v2.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleGAN v2.1.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b7a17f36-848d-418a-a871-2b58a3c071f2","url":"https://onlylabs.fyi/signals/b7a17f36-848d-418a-a871-2b58a3c071f2","json_url":"https://onlylabs.fyi/signals/b7a17f36-848d-418a-a871-2b58a3c071f2/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0","title":"PaddlePaddle/PaddleGAN v2.1.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleGAN","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2022-01-04T07:14:10+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0"]},"facets":{"repo":"PaddlePaddle/PaddleGAN"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0","final_url":"https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0","title":"PaddlePaddle/PaddleGAN v2.1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:51.209317+00:00","bytes":3049,"raw_path":"251ca0a33b955fe48eba37ad187b6d6a414fb7147b4acc11220fd6989544d4fa.json","content_hash":"cd8bb8cd3eb2471c568ee8db45efeccfcf23a6a3e06760ce5520c99e9696885d","excerpt_chars":1200,"truncated":false,"excerpt":"v2.1.0 Repository: PaddlePaddle/PaddleGAN Tag: v2.1.0 Published: 2022-01-04T07:14:10Z Prerelease: no Release notes: Release Note PaddleGAN 2.1.0版本有如下重要更新： - 发布视频超分辨率模型PP-MSVSR以及多个预训练权重 - 发布轻量级动作驱动模型（体积压缩：229M->10.1M），并优化融合效果 - 发布高分辨率的FOMM和Wav2Lip预训练模型 - 发布人脸反演，人脸融合和人脸编辑等多个基于StyleGANv2的有趣应用 - 发布百度自研且效果领先的风格迁移模型LapStyle及其有趣应用，并上线官网体验页面 - 发布轻量的图像超分辨模型PAN"},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0","final_url":"https://github.com/PaddlePaddle/PaddleGAN/releases/tag/v2.1.0","title":"PaddlePaddle/PaddleGAN v2.1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:51.209317+00:00","bytes":3049,"raw_path":"251ca0a33b955fe48eba37ad187b6d6a414fb7147b4acc11220fd6989544d4fa.json","content_hash":"cd8bb8cd3eb2471c568ee8db45efeccfcf23a6a3e06760ce5520c99e9696885d","excerpt_chars":1200,"truncated":false,"excerpt":"v2.1.0 Repository: PaddlePaddle/PaddleGAN Tag: v2.1.0 Published: 2022-01-04T07:14:10Z Prerelease: no Release notes: Release Note PaddleGAN 2.1.0版本有如下重要更新： - 发布视频超分辨率模型PP-MSVSR以及多个预训练权重 - 发布轻量级动作驱动模型（体积压缩：229M->10.1M），并优化融合效果 - 发布高分辨率的FOMM和Wav2Lip预训练模型 - 发布人脸反演，人脸融合和人脸编辑等多个基于StyleGANv2的有趣应用 - 发布百度自研且效果领先的风格迁移模型LapStyle及其有趣应用，并上线官网体验页面 - 发布轻量的图像超分辨模型PAN"}],"related_signals":[{"id":"fef9275e-0e82-41f1-bba1-2435d0ea78fe","url":"https://onlylabs.fyi/signals/fef9275e-0e82-41f1-bba1-2435d0ea78fe","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleOCR v3.6.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-28T11:42:29+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"fa062841-8907-4a3a-a678-e88ec59bd01f","url":"https://onlylabs.fyi/signals/fa062841-8907-4a3a-a678-e88ec59bd01f","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.1","title":"PaddlePaddle/PaddleX v3.6.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T14:36:14+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f3a247db-4dde-4b63-87a2-81a1074042c0","url":"https://onlylabs.fyi/signals/f3a247db-4dde-4b63-87a2-81a1074042c0","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleX v3.6.0","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T13:51:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f557ec7a-087a-451a-b48a-acb237277400","url":"https://onlylabs.fyi/signals/f557ec7a-087a-451a-b48a-acb237277400","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.2","title":"PaddlePaddle/PaddleX v3.5.2","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-11T04:56:45+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e3fd3568-a19c-42c3-bb08-70344cedf067","url":"https://onlylabs.fyi/signals/e3fd3568-a19c-42c3-bb08-70344cedf067","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.1","title":"PaddlePaddle/PaddleX v3.5.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-22T11:54:56+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"1908fd85-e2d7-410a-b897-a86d490d1c86","url":"https://onlylabs.fyi/signals/1908fd85-e2d7-410a-b897-a86d490d1c86","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.5.0","title":"PaddlePaddle/PaddleOCR v3.5.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-21T08:40:47+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}