{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Repo: inclusionAI/Zooming-without-Zooming","description":"InclusionAI (Ant Group) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4","json_url":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4/signal.json","generated_at":"2026-06-11T02:53:01.533687+00:00","org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inclusionai","dossier_json_url":"https://onlylabs.fyi/labs/inclusionai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4","signal_json":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4/signal.json","source":"https://github.com/inclusionAI/Zooming-without-Zooming","lab_dossier":"https://onlylabs.fyi/labs/inclusionai","lab_dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis":"https://onlylabs.fyi/analysis/inclusionai","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/Zooming-without-Zooming (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/Zooming-without-Zooming · language Python · New repo with moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/inclusionAI/Zooming-without-Zooming","source_host":"github.com","occurred_at":"2026-02-12T08:14:14+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"InclusionAI (Ant Group)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"inclusionAI/Zooming-without-Zooming","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"155","source":"traction"},{"label":"Notability","value":"New repo with moderate stars","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"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/inclusionAI/Zooming-without-Zooming"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:53:01.533687+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4/signal.json","dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/Zooming-without-Zooming","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/inclusionai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","required":true},{"label":"topic_signals_json","url":null,"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 InclusionAI (Ant Group)'s repo signal \"inclusionAI/Zooming-without-Zooming\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/Zooming-without-Zooming","text":"InclusionAI (Ant Group) published repo inclusionAI/Zooming-without-Zooming."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"is classified as","object":"repo signal","text":"inclusionAI/Zooming-without-Zooming is classified as repo signal."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"belongs to","object":"repos desk","text":"inclusionAI/Zooming-without-Zooming belongs to repos desk."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has context","object":"Python","text":"inclusionAI/Zooming-without-Zooming has context Python."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Zooming-without-Zooming has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has captured page count","object":"1","text":"inclusionAI/Zooming-without-Zooming has captured page count 1."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has readable page count","object":"1","text":"inclusionAI/Zooming-without-Zooming has readable page count 1."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has related signal count","object":"6","text":"inclusionAI/Zooming-without-Zooming has related signal count 6."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"inclusionAI/Zooming-without-Zooming has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has source host","object":"github.com","text":"inclusionAI/Zooming-without-Zooming has source host github.com."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/Zooming-without-Zooming has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has signal desk","object":"repos","text":"inclusionAI/Zooming-without-Zooming has signal desk repos."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has source host","object":"github.com","text":"inclusionAI/Zooming-without-Zooming has source host github.com."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has repository","object":"inclusionAI/Zooming-without-Zooming","text":"inclusionAI/Zooming-without-Zooming has repository inclusionAI/Zooming-without-Zooming."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has language","object":"Python","text":"inclusionAI/Zooming-without-Zooming has language Python."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has stars","object":"155","text":"inclusionAI/Zooming-without-Zooming has stars 155."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has notability","object":"New repo with moderate stars","text":"inclusionAI/Zooming-without-Zooming has notability New repo with moderate stars."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has watch term","object":"RL environments","text":"inclusionAI/Zooming-without-Zooming has watch term RL environments."}]},"intelligence":{"signal_desk":"repos","answer":"InclusionAI (Ant Group) published inclusionAI/Zooming-without-Zooming (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/Zooming-without-Zooming · language Python · New repo with moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/Zooming-without-Zooming","text":"InclusionAI (Ant Group) published repo inclusionAI/Zooming-without-Zooming."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"is classified as","object":"repo signal","text":"inclusionAI/Zooming-without-Zooming is classified as repo signal."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"belongs to","object":"repos desk","text":"inclusionAI/Zooming-without-Zooming belongs to repos desk."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has context","object":"Python","text":"inclusionAI/Zooming-without-Zooming has context Python."},{"subject":"inclusionAI/Zooming-without-Zooming","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/Zooming-without-Zooming has evidence coverage 1 captured evidence page."}]},"signal":{"id":"42164c78-e9e2-4639-b3d1-59d6b3e133e4","url":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4","json_url":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4/signal.json","source_url":"https://github.com/inclusionAI/Zooming-without-Zooming","title":"inclusionAI/Zooming-without-Zooming","summary":"InclusionAI (Ant Group) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-02-12T08:14:14+00:00","first_seen_at":"2026-06-05T22:32:24.915565+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/inclusionAI/Zooming-without-Zooming"]},"facets":{"repo":"inclusionAI/Zooming-without-Zooming","language":"Python"},"traction":{"github_stars":155,"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/inclusionAI/Zooming-without-Zooming","final_url":"https://github.com/inclusionAI/Zooming-without-Zooming","title":"inclusionAI/Zooming-without-Zooming repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:01.533687+00:00","bytes":18877,"raw_path":"1dd83ca1c98b34dcf1b87dce5cdc0ff75f44e52f1a0ada98f69c22e831529a0b.json","content_hash":"e409a8789cefde1b29e4070bac0bcfee492384630f4b77a42b96faaa0fd7834a","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/Zooming-without-Zooming Description: [ICML 2026] ZwZ model family: SOTA fine-grained perception performace; ZoomBench: a new challenging perception benchmark Language: Python License: Apache-2.0 Stars: 155 Forks: 2 Open issues: 0 Created: 2026-02-12T08:14:14Z Pushed: 2026-05-04T12:18:51Z Default branch: main Fork: no Archived: no README: Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception (ICML 2026)
Lai Wei1,2,3, Liangbo He2, Jun Lan2, Lingzhong Dong1,2, Yutong Cai1, Siyuan Li2, Huijia Zhu2, Weiqiang Wang2, Linghe Kong1, Yue Wang3, Zhuosheng Zhang1, Weiran Huang1,4

1. School of Computer Science, Shanghai Jiao Tong University  
2. Ant Group  
3. Zhongguancun Academy  
4. Shanghai Innovation Institute  

📃 Paper | 🤗 Models & Training Datasets &..."},"evidence_pages":[{"url":"https://github.com/inclusionAI/Zooming-without-Zooming","final_url":"https://github.com/inclusionAI/Zooming-without-Zooming","title":"inclusionAI/Zooming-without-Zooming repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:01.533687+00:00","bytes":18877,"raw_path":"1dd83ca1c98b34dcf1b87dce5cdc0ff75f44e52f1a0ada98f69c22e831529a0b.json","content_hash":"e409a8789cefde1b29e4070bac0bcfee492384630f4b77a42b96faaa0fd7834a","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/Zooming-without-Zooming Description: [ICML 2026] ZwZ model family: SOTA fine-grained perception performace; ZoomBench: a new challenging perception benchmark Language: Python License: Apache-2.0 Stars: 155 Forks: 2 Open issues: 0 Created: 2026-02-12T08:14:14Z Pushed: 2026-05-04T12:18:51Z Default branch: main Fork: no Archived: no README: Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception (ICML 2026)

Lai Wei1,2,3, Liangbo He2, Jun Lan2, Lingzhong Dong1,2, Yutong Cai1, Siyuan Li2, Huijia Zhu2, Weiqiang Wang2, Linghe Kong1, Yue Wang3, Zhuosheng Zhang1, Weiran Huang1,4

1. School of Computer Science, Shanghai Jiao Tong University  
2. Ant Group  
3. Zhongguancun Academy  
4. Shanghai Innovation Institute  

📃 Paper | 🤗 Models & Training Datasets &..."}],"related_signals":[{"id":"275d30a7-26c0-4331-8e3b-fcc34b6af9ef","url":"https://onlylabs.fyi/signals/275d30a7-26c0-4331-8e3b-fcc34b6af9ef","source_url":"https://github.com/inclusionAI/ARGenSeg","title":"inclusionAI/ARGenSeg","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-05-14T15:36:42+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"1817732d-ce18-4e4f-a139-c3fb5e507a49","url":"https://onlylabs.fyi/signals/1817732d-ce18-4e4f-a139-c3fb5e507a49","source_url":"https://github.com/inclusionAI/DR-Venus","title":"inclusionAI/DR-Venus","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-20T09:31:31+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"9a21494b-5ba2-424e-87c9-16abaf1356a3","url":"https://onlylabs.fyi/signals/9a21494b-5ba2-424e-87c9-16abaf1356a3","source_url":"https://github.com/inclusionAI/LLaDA2.0-Uni","title":"inclusionAI/LLaDA2.0-Uni","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-17T08:48:24+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"de8b40c9-261c-48b6-a3c5-5012b2eb971b","url":"https://onlylabs.fyi/signals/de8b40c9-261c-48b6-a3c5-5012b2eb971b","source_url":"https://github.com/inclusionAI/TC-AE","title":"inclusionAI/TC-AE","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-07T09:26:43+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"f4b1629a-a734-48e8-be6b-7f9e4b5525b6","url":"https://onlylabs.fyi/signals/f4b1629a-a734-48e8-be6b-7f9e4b5525b6","source_url":"https://github.com/inclusionAI/cuLA","title":"inclusionAI/cuLA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-02T07:05:32+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"8966dfe1-3a54-4321-8e66-e81320c4e2e4","url":"https://onlylabs.fyi/signals/8966dfe1-3a54-4321-8e66-e81320c4e2e4","source_url":"https://github.com/inclusionAI/Ming-omni-tts","title":"inclusionAI/Ming-omni-tts","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-02-11T12:18:15+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"}]}