{"adoption": {"forks": 104, "observed_at": "2026-08-28T04:03:48.551260+00:00", "stars": 1159}, "canonical_url": "https://ross.abutalabs.com/products/awesome-vision-language-pretraining-papers", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Recent Advances in Vision and Language PreTrained Models (VL-PTMs)", "domain": ["artificial-intelligence", "machine-learning", "computer-vision", "awesome-lists"], "enriched": true, "function": ["machine-learning", "nlp", "computer-vision"], "health_score": 20, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["yuewang-cuhk/awesome-vision-language-pretraining-papers"], "name": "yuewang-cuhk/awesome-vision-language-pretraining-papers", "platform": ["cross-platform"], "pushed_at": "2022-08-19T04:55:18+00:00", "repo": "yuewang-cuhk/awesome-vision-language-pretraining-papers", "stars": 1159, "tags": ["awesome-list", "multimodal", "vision-language", "pretraining", "papers", "vl-ptms", "research-papers", "natural-language-processing"], "topics": ["vision-and-language", "pretraining", "multimodal-deep-learning", "bert", "vl-ptms"], "urls": [], "use_cases": ["find papers on vision-language pretraining", "survey multimodal transformer models like ViLBERT and UNITER", "research reading list for VL-PTMs", "find code implementations of multimodal pretraining models", "catch up on recent advances in vision-and-language models", "compare image, video, and speech pretraining approaches"], "what_it_is": "A curated awesome-list of research papers on Vision and Language PreTrained Models (VL-PTMs), covering image-, video-, and speech-based multimodal pretraining. It organizes papers like ViLBERT, LXMERT, VL-BERT, and UNITER with links to arXiv and code repositories.", "when_to_avoid": ["you need a runnable library or framework rather than a paper list", "you need up-to-date coverage of post-2021 multimodal LLM research", "you want tutorials or educational content instead of paper citations"], "when_to_choose": ["you need a curated bibliography of vision-language pretraining papers", "you are surveying multimodal pretraining research for a literature review", "you want quick links to papers and their official code"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-vision-language-pretraining-papers", "repo": "yuewang-cuhk/awesome-vision-language-pretraining-papers", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:48.551260+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:31:55.517033+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4adeff7ae3e06d249871e9aa8c1925036ee2a95a494184227ee6ce2198a6bd13", "fetched_at": "2026-08-28T04:03:48.551260+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuewang-cuhk/awesome-vision-language-pretraining-papers"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2352, "days_push": 1475, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}