diff --git a/README.md b/README.md
index 4d3796a..af7cb53 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ Paper Atlas 是一个**长期维护、按需或按批次运行的研究数据工
 
 目标包括：完整历史元数据导入、逐年会议目录、跨平台论文去重、公开拒稿/撤稿信息、平台标签与自定义标签隔离、可恢复更新和覆盖率报告。
 
-**目前仍在开发，不能视为完整数据集。** 已实现 SQLite 数据结构、arXiv 元数据 ZIP 流式导入、断点恢复、跨平台标识合并及审计、PMLR、COLM、NeurIPS、ACL Anthology、ICLR 官方公开程序元数据采集、带清单核验的会议导入和只读查询。PeerRead 提供公开 ICLR 2017 明确决定的补充来源。arXiv 元数据 ZIP 已完整下载（1,878,831,586 字节），全量导入正在服务器运行。其他会议适配器、历史缺失届次、完整投稿历史、跨平台疑似重复复核和覆盖率核验仍待完成。回归检查在远端执行，已配置 ces-control:host 对应的 CI 工作流，实际 CI 结果以 Gitea Actions 为准。`venues.json` 的 41 个会议是候选覆盖范围，不代表已完成采集，也不是与 COLM 比较的客观排名。
+**目前仍在开发，不能视为完整数据集。** 已实现 SQLite 数据结构、arXiv 元数据 ZIP 流式导入、断点恢复、跨平台标识合并及审计、PMLR、COLM、NeurIPS、ACL Anthology、ICLR 官方公开程序、CVF/ECVA 视觉会议元数据采集、带清单核验的会议导入和只读查询。PeerRead 提供公开 ICLR 2017 明确决定的补充来源。arXiv 元数据 ZIP 已完整下载（1,878,831,586 字节），全量导入正在服务器运行。其他会议适配器、历史缺失届次、完整投稿历史、跨平台疑似重复复核和覆盖率核验仍待完成。回归检查在远端执行，已配置 ces-control:host 对应的 CI 工作流，实际 CI 结果以 Gitea Actions 为准。`venues.json` 的 41 个会议是候选覆盖范围，不代表已完成采集，也不是与 COLM 比较的客观排名。
 
 ## 数据范围与来源
 
@@ -180,6 +180,21 @@ python3 -B query.py --db /data/paper-index/papers.sqlite \
 
 主题、关键词使用 `iclr_program:topic`、`iclr_program:keyword` 命名空间。通用导入器按源记录刷新标签证据，保留同一论文其他源记录及 `custom:*` 标签。每年的 JSONL、manifest、`iclr-program-year-status.json` 和 `iclr-program-last-run.json` 保存实际范围、独立展示数、主会展示数、论文数、缺失摘要与缺失 forum 数。录用程序不能提供拒稿全集，公开投稿及拒稿补充仍需独立来源。
 
+### CVF / ECVA 视觉会议元数据
+
+```sh
+python3 -B collect_vision.py --source cvf \
+  --cache /data/paper-index/raw/http-cache --out /data/paper-index/collected
+python3 -B collect_vision.py --source ecva \
+  --cache /data/paper-index/raw/http-cache --out /data/paper-index/collected
+```
+
+CVF 从官方根目录发现 CVPR、ICCV 主会与 Findings，分别保存 track；不把 workshop 或 WACV 算入这些会议。优先跟随页面明确提供的 All Papers 链接，避免只收录默认显示的第一天。ECVA 从官方总目录按论文 URL 的会议与年份分组，当前总目录列有 ECCV 2018、2020、2022、2024。不存在于来源的 `--venue`、`--year` 或二者组合会报错，不补造双年会议届次，也不能因此推断旧届次未举办。
+
+只访问论文索引与摘要 HTML/PHP 页面。作者优先取 citation 元数据，旧页面尊重声明编码；无 citation 作者时取索引中的作者行，排除论文集出版信息。DOI 只取该论文条目所属的 DOI 链接或 citation 字段；冲突会失败，不从摘要引用中抽取当前论文 ID。不请求 PDF、补充材料、视频或代码。
+
+每份清单记录索引入口数、论文数、缺失摘要与作者数，缺失内容保留为空并标记 partial。存在未被标题条目解析的论文链接时会失败，防止静默漏项。逐来源的 discovery、index-status、last-run 文件分别保存发现目录、逐届结果和实际请求范围。可重复使用 `--year` 或 `--venue` 限定重试；其他届次状态会保留。官方开放目录之外的早期届次、尚未刊出的新届次和独立出版方历史数据仍需后续补齐，采集器完成不代表全历史覆盖已完成。
+
 ## 长期维护与更新
 
 1. 每次采集先核对来源、许可、可访问性、空闲空间和现有运行批次。保持低并发，遵守来源限流、重试与人机验证要求。
@@ -194,6 +209,6 @@ python3 -B query.py --db /data/paper-index/papers.sqlite \
 
 2026-11-06 从目标服务器测试：Kaggle 元数据 GET 可下载；OpenReview 会议 group 接口可读，但 notes 接口返回 `ChallengeRequiredError`。拒稿记录导入尚受此限制，不能用录用名单替代全部投稿，也不能声称已覆盖全部拒稿。需通过平台支持的访问方式或有合法来源的公开数据导出继续补全。
 
-已验证的阶段性结果：ICML 2025 的 3,330 条记录和 PeerRead ICLR 2017 的 427 条记录已合并主库，合计 3,502 条 accepted 决定、255 条 rejected 决定；arXiv 曾在 529,000 条断点暂停合并，已验证恢复。这些是阶段性值，不是全量交付数据量。
+已核验的采集文件计数：ICLR 2020–2026 主会 15,534 条、COLM 2024–2026 共 1,573 条，摘要均已取得；候选范围内的 PMLR 文件为 31,428 条，已剔除两份重复出版元数据。ACL Anthology 已选文件为 63,297 条，其中 15,147 条源记录缺摘要。这些是采集文件的来源记录数，不能相加当作去重论文数，也不能代替主库实时统计；实际入库量使用 query.py --stats 查看。
 
-代码在 `codex/metadata-index` 工作分支交付，[Draft PR #1](https://gitea.entroia.com/Zayden-Jung/paper-atlas/pulls/1) 尚未合并，等待全量就绪后用户手动合并。已推送的前三个开发提交均有成功的远程 CI；后续提交仍需检查其各自 CI。全量导入、其他会议适配器、去重复核和覆盖率核验继续进行，应随实际结果更新此说明。
+代码在 `codex/metadata-index` 工作分支交付，[Draft PR #1](https://gitea.entroia.com/Zayden-Jung/paper-atlas/pulls/1) 尚未合并，等待全量就绪后用户手动合并。各提交分别由远程 CI 验证，结果以对应提交的 Gitea Actions 检查为准。全量导入、其他会议适配器、去重复核和覆盖率核验继续进行，应随实际结果更新此说明。
diff --git a/collect_vision.py b/collect_vision.py
new file mode 100644
index 0000000..9709222
--- /dev/null
+++ b/collect_vision.py
@@ -0,0 +1,189 @@
+"""Collect CVF/ECVA public titles, abstracts and bibliographic identifiers."""
+import argparse
+from collections import defaultdict
+import json
+from pathlib import Path
+import re
+import time
+from urllib.parse import parse_qs, unquote, urljoin, urlsplit
+
+from collect_pmlr import fetch
+from collect_proceedings import Document, Node, clean
+
+ROOTS={'cvf':'https://openaccess.thecvf.com/','ecva':'https://www.ecva.net/papers.php'}
+HOSTS={'openaccess.thecvf.com','www.ecva.net','ecva.net'}
+
+
+def decode_html(data):
+    try:
+        return data.decode('utf-8-sig')
+    except UnicodeDecodeError:
+        charset=re.search(br'charset\s*=\s*["\x27]?([\w-]+)',data[:4096],re.I)
+        if not charset:
+            raise
+        return data.decode(charset[1].decode('ascii'))
+
+
+def publication(url):
+    parsed=urlsplit(url)
+    match=re.search(r'(CVPR|ICCV|ECCV)[_/]?(20\d{2})',parsed.path,re.I)
+    if parsed.netloc in HOSTS and '/html/' in parsed.path and parsed.path.endswith(('.html','.php')) and match:
+        return match[1].upper(),int(match[2])
+
+
+def doi_link(url):
+    parsed=urlsplit(url)
+    value=None
+    if parsed.netloc in ('doi.org','dx.doi.org'):
+        value=unquote(parsed.path.lstrip('/'))
+    elif parsed.netloc=='link.springer.com' and parsed.path.startswith('/chapter/'):
+        value=unquote(parsed.path.removeprefix('/chapter/'))
+    return value.lower() if value and re.fullmatch(r'10\.\d{4,9}/\S+',value) else None
+
+
+def index_entries(html,index_url):
+    records={}
+    raw_count=0
+    for dl in (n for n in Document(html).root.walk() if n.tag=='dl'):
+        current=None
+        for node in (n for n in dl.children if isinstance(n,Node)):
+            if node.tag=='dt':
+                current=None
+                links=[urljoin(index_url,n.attrs['href']) for n in node.walk() if n.tag=='a' and n.attrs.get('href') and publication(urljoin(index_url,n.attrs['href']))]
+                if not links:
+                    continue
+                if len(set(links))!=1:
+                    raise ValueError('Ambiguous publication links in one index title')
+                url=links[0];raw_count+=1
+                if url in records and records[url]['index_title']!=clean(node.text()):
+                    raise ValueError('Different index titles share a publication URL')
+                current=records.setdefault(url,{'url':url,'index_title':clean(node.text()),'index_authors':None,'doi':None})
+            elif node.tag=='dd' and current is not None:
+                text=clean(node.text())
+                # Author rows precede download/bibliography rows.
+                if current['index_authors'] is None and text and not text.startswith('['):
+                    current['index_authors']=text
+                for link in (n for n in node.walk() if n.tag=='a' and clean(n.text()).casefold()=='doi'):
+                    value=doi_link(urljoin(index_url,link.attrs.get('href','')))
+                    if value:
+                        if current['doi'] and current['doi']!=value:
+                            raise ValueError('Conflicting DOI links in one index entry')
+                        current['doi']=value
+    if not records:
+        raise ValueError('No official paper entries found')
+    all_links={urljoin(index_url,n.attrs['href']) for n in Document(html).root.walk() if n.tag=='a' and n.attrs.get('href') and publication(urljoin(index_url,n.attrs['href']))}
+    if all_links!=set(records):raise ValueError('Paper links exist outside parsed title entries')
+    return list(records.values()),raw_count
+
+
+def discover(source,cache):
+    root=ROOTS[source]
+    html=decode_html(fetch(root,cache,32*1024**2,delay=1))
+    if source=='ecva':
+        entries,_=index_entries(html,root)
+        groups=defaultdict(list)
+        for entry in entries:
+            venue,year=publication(entry['url'])
+            if venue=='ECCV':groups[(venue,year)].append(entry)
+        return [{'venue':venue,'year':year,'track':'main','index_url':root,'entries':entries}
+                for (venue,year),entries in sorted(groups.items(),key=lambda item:item[0][1])]
+    indexes={}
+    for node in Document(html).root.walk():
+        if node.tag!='a':continue
+        url=urljoin(root,node.attrs.get('href',''));parsed=urlsplit(url)
+        match=re.fullmatch(r'/(CVPR|ICCV)(20\d{2})(_findings)?(?:\.py)?/?',parsed.path)
+        if parsed.netloc=='openaccess.thecvf.com' and match:
+            indexes[url]={'venue':match[1],'year':int(match[2]),'track':'findings' if match[3] else 'main','index_url':url}
+    if not indexes:raise ValueError('No official CVPR/ICCV indexes found')
+    return sorted(indexes.values(),key=lambda row:(row['year'],row['venue'],row['track']!='main',row['track']))
+
+
+def parse_paper(html,entry,source,venue,year,track,index_url):
+    nodes=list(Document(html).root.walk());meta=defaultdict(list)
+    for node in nodes:
+        if node.tag=='meta':meta[node.attrs.get('name','').lower()].append(node.attrs.get('content',''))
+    title=next(iter(meta['citation_title']),None) or next((clean(n.text()) for n in nodes if n.attrs.get('id')=='papertitle'),None)
+    if not title:raise ValueError('Missing official paper title: '+entry['url'])
+    abstract=next((clean(n.text()) or None for n in nodes if n.attrs.get('id')=='abstract'),None)
+    authors=[]
+    for author in meta['citation_author']:
+        if ',' in author:
+            family,given=author.split(',',1);author=given.strip()+' '+family.strip()
+        if clean(author):authors.append(clean(author))
+    if not authors:
+        raw=next((clean(n.text()) for n in nodes if n.attrs.get('id')=='authors'),'') or entry.get('index_authors') or ''
+        raw=raw.split(';',1)[0]
+        if ' and ' in raw and all(',' in name for name in raw.split(' and ')):
+            names=[' '.join(reversed([part.strip() for part in name.split(',',1)])) for name in raw.split(' and ')]
+        else:names=raw.split(',')
+        authors=[clean(name).removesuffix('*').strip() for name in names if clean(name).removesuffix('*').strip()]
+    dois={value for doi in meta['citation_doi'] if doi and (value:=doi_link(doi) or doi.strip().lower()) and re.fullmatch(r'10\.\d{4,9}/\S+',value)}
+    if entry.get('doi'):dois.add(entry['doi'])
+    if len(dois)>1:raise ValueError('Citation DOI differs from the official index')
+    identifiers={'doi':dois.pop()} if dois else {}
+    # Abstract/reference links are never interpreted as this paper's identifiers.
+    return {'source':source,'external_id':urlsplit(entry['url']).path,'url':entry['url'],
+            'title':clean(title),'abstract':abstract,'authors':authors,'identifiers':identifiers,
+            'venue':venue,'year':year,'track':track,'status':'accepted',
+            'raw_decision':'listed in official proceedings','list_url':index_url,
+            'metadata':{'citation':dict(meta),'index_title':entry['index_title'],'index_authors':entry.get('index_authors')}}
+
+
+def collect_index(source,index,cache,out):
+    url=index['index_url'];venue=index['venue'];year=index['year'];track=index['track']
+    entries=index.get('entries')
+    raw_count=len(entries) if entries is not None else None
+    if entries is None:
+        html=decode_html(fetch(url,cache,32*1024**2,delay=1))
+        # Some defaults contain only day one; prefer the explicitly linked all-papers page.
+        all_pages={urljoin(url,n.attrs.get('href','')) for n in Document(html).root.walk() if n.tag=='a' and parse_qs(urlsplit(urljoin(url,n.attrs.get('href',''))).query).get('day')==['all'] and urlsplit(urljoin(url,n.attrs.get('href',''))).netloc==urlsplit(url).netloc and urlsplit(urljoin(url,n.attrs.get('href',''))).path==urlsplit(url).path}
+        if len(all_pages)>1:raise ValueError('Ambiguous all-papers index')
+        if all_pages:
+            url=all_pages.pop();html=decode_html(fetch(url,cache,32*1024**2,delay=1))
+        entries,raw_count=index_entries(html,url)
+    records=[]
+    for number,entry in enumerate(entries,1):
+        if publication(entry['url'])!=(venue,year):raise ValueError('Publication path differs from requested edition')
+        record=parse_paper(decode_html(fetch(entry['url'],cache,2*1024**2,delay=1)),entry,source,venue,year,track,url)
+        records.append(record)
+        if number%25==0:print(json.dumps({'source':source,'venue':venue,'year':year,'track':track,'collected':number,'expected':len(entries)}),flush=True)
+    if not records:raise ValueError('Empty publication list')
+    path=Path(out)/f'{source}-{venue}{year}-{track}.jsonl';path.parent.mkdir(parents=True,exist_ok=True)
+    part=path.with_suffix('.part');part.write_text(''.join(json.dumps(r,ensure_ascii=False)+'\n' for r in records));part.replace(path)
+    missing=sum(not r['abstract'] for r in records);missing_authors=sum(not r['authors'] for r in records)
+    manifest={'source':source,'parser_version':1,'venue':venue,'year':year,'track':track,
+              'count':len(records),'index_link_count':len(entries),'raw_index_entry_count':raw_count,
+              'missing_abstract_count':missing,'missing_authors_count':missing_authors,'file':str(path),
+              'list_url':url,'status':'partial' if missing or missing_authors else 'collected'}
+    path.with_suffix('.manifest.json').write_text(json.dumps(manifest,indent=2));print(json.dumps(manifest),flush=True)
+    return manifest
+
+
+def main():
+    parser=argparse.ArgumentParser();parser.add_argument('--source',choices=ROOTS,required=True)
+    parser.add_argument('--cache',required=True);parser.add_argument('--out',required=True)
+    parser.add_argument('--year',type=int,action='append');parser.add_argument('--venue',choices=['CVPR','ICCV','ECCV'],action='append')
+    args=parser.parse_args();out=Path(args.out);out.mkdir(parents=True,exist_ok=True)
+    indexes=discover(args.source,args.cache)
+    if args.year and set(args.year)-{r['year'] for r in indexes}:parser.error('Requested year is absent from the official source')
+    if args.venue and set(args.venue)-{r['venue'] for r in indexes}:parser.error('Requested venue is absent from this source')
+    if not any((not args.year or r['year'] in args.year) and (not args.venue or r['venue'] in args.venue) for r in indexes):parser.error('Requested venue/year combination is absent from the official source')
+    path=out/f'{args.source}-index-status.json';catalogue=json.loads(path.read_text()) if path.exists() else {};requested=[]
+    (out/f'{args.source}-discovery.json').write_text(json.dumps({'source':args.source,'root_url':ROOTS[args.source],
+        'discovered_at':time.strftime('%Y-%m-%dT%H:%M:%SZ',time.gmtime()),'indexes':[
+            {**{k:index[k] for k in ('venue','year','track','index_url')},
+             'index_link_count':len(index['entries']) if 'entries' in index else None} for index in indexes]},indent=2))
+    for index in indexes:
+        if args.year and index['year'] not in args.year or args.venue and index['venue'] not in args.venue:continue
+        key=f'{index["venue"]}:{index["year"]}:{index["track"]}';requested.append(key)
+        try:
+            manifest=collect_index(args.source,index,args.cache,args.out);catalogue[key]={'status':manifest['status'],'files':[manifest]}
+        except Exception as exc:
+            catalogue[key]={'status':'blocked','year':index['year'],'venue':index['venue'],'track':index['track'],'index_url':index['index_url'],'error':str(exc)}
+            print(json.dumps(catalogue[key]),flush=True)
+        part=path.with_suffix('.part');part.write_text(json.dumps(catalogue,indent=2));part.replace(path)
+    (out/f'{args.source}-last-run.json').write_text(json.dumps({'requested_indexes':requested,'year_filter':args.year,'venue_filter':args.venue},indent=2))
+    if any(catalogue[key]['status']=='blocked' for key in requested):raise SystemExit(1)
+
+
+if __name__=='__main__':main()
diff --git a/test_vision.py b/test_vision.py
new file mode 100644
index 0000000..e236bc4
--- /dev/null
+++ b/test_vision.py
@@ -0,0 +1,72 @@
+import tempfile
+import unittest
+from unittest.mock import patch
+
+from collect_vision import collect_index, decode_html, discover, index_entries, parse_paper
+
+
+class VisionTests(unittest.TestCase):
+    def entry(self):
+        return {'url':'https://www.ecva.net/papers/eccv_2024/papers_ECCV/html/1_ECCV_2024_paper.php','index_title':'Paper','index_authors':'Jane Doe*, John Smith','doi':'10.1007/example_1'}
+
+    def test_ecva_doi_belongs_to_its_own_title_entry(self):
+        html='<dl><dt class="ptitle"><a href="papers/eccv_2024/papers_ECCV/html/1_ECCV_2024_paper.php">First paper</a></dt><dd>Jane Doe*, John Smith</dd><dd><a href="https://link.springer.com/chapter/10.1007/example_1">DOI</a></dd><dt class="ptitle"><a href="papers/eccv_2024/papers_ECCV/html/2_ECCV_2024_paper.php">Second paper</a></dt><dd>Other Author</dd><dd><a href="https://doi.org/10.1007/example_2">DOI</a></dd></dl>'
+        entries,count=index_entries(html,'https://www.ecva.net/papers.php')
+        self.assertEqual(count,2)
+        self.assertEqual([e['doi'] for e in entries],['10.1007/example_1','10.1007/example_2'])
+        html='<div id="papertitle">Paper</div><div id="abstract">Abstract citing <a href="https://arxiv.org/abs/1706.03762">another paper</a> and <a href="https://doi.org/10.1007/wrong">a reference</a>.</div>'
+        row=parse_paper(html,entries[0],'ecva','ECCV',2024,'main','https://www.ecva.net/papers.php')
+        self.assertEqual(row['identifiers'],{'doi':'10.1007/example_1'})
+        self.assertEqual(row['authors'],['Jane Doe','John Smith'])
+
+    def test_cvf_meta_authors_and_missing_abstract_never_capture_footer(self):
+        html='<meta name="citation_title" content="A vision paper"><meta name="citation_author" content="Doe, Jane"><div id="authors">Do not include the proceedings citation</div><p>Copyright footer</p>'
+        entry=dict(self.entry(),doi=None)
+        row=parse_paper(html,entry,'cvf','CVPR',2013,'main','https://openaccess.thecvf.com/CVPR2013')
+        self.assertEqual(row['authors'],['Jane Doe'])
+        self.assertIsNone(row['abstract'])
+        self.assertEqual(row['title'],'A vision paper')
+
+    def test_conflicting_self_doi_is_rejected(self):
+        html='<meta name="citation_title" content="Paper"><meta name="citation_doi" content="10.1007/different">'
+        with self.assertRaisesRegex(ValueError,'DOI differs'):
+            parse_paper(html,self.entry(),'ecva','ECCV',2024,'main','https://www.ecva.net/papers.php')
+
+    def test_legacy_ecva_author_formats_do_not_become_extra_people(self):
+        entry=dict(self.entry(),index_authors='Doe, Jane and Smith, John')
+        page='<div id="papertitle">Paper</div><div id="authors">Jane Doe, John Smith; The European Conference on Computer Vision (ECCV), 2018, pp. 1-12</div>'
+        row=parse_paper(page,entry,'ecva','ECCV',2018,'main','https://www.ecva.net/papers.php')
+        self.assertEqual(row['authors'],['Jane Doe','John Smith'])
+        row=parse_paper('<div id="papertitle">Paper</div>',entry,'ecva','ECCV',2018,'main','https://www.ecva.net/papers.php')
+        self.assertEqual(row['authors'],['Jane Doe','John Smith'])
+
+    def test_cvpr_day_one_is_replaced_by_explicit_all_papers_index(self):
+        root='https://openaccess.thecvf.com/CVPR2026';all_url=root+'?day=all'
+        first='https://openaccess.thecvf.com/content/CVPR2026/html/First_CVPR_2026_paper.html'
+        second='https://openaccess.thecvf.com/content/CVPR2026/html/Second_CVPR_2026_paper.html'
+        def item(url):return f'<dt class="ptitle"><a href="{url}">Paper</a></dt><dd>Jane Doe, John Smith</dd><dd>[<a href="never-download.pdf">pdf</a>]</dd>'
+        pages={root:f'<a href="?day=all">All papers</a><dl>{item(first)}</dl>',all_url:f'<dl>{item(first)}{item(second)}</dl>',first:'<div id="papertitle">First paper</div><div id="abstract">First abstract</div>',second:'<div id="papertitle">Second paper</div><p>Footer without an abstract</p>'}
+        with tempfile.TemporaryDirectory() as tmp,patch('collect_vision.fetch',side_effect=lambda url,*a,**kw:pages[url].encode()) as fetch:
+            manifest=collect_index('cvf',{'venue':'CVPR','year':2026,'track':'main','index_url':root},tmp,tmp)
+        self.assertEqual(manifest['count'],2)
+        self.assertEqual(manifest['list_url'],all_url)
+        self.assertEqual(manifest['status'],'partial')
+        self.assertEqual(manifest['missing_abstract_count'],1)
+        self.assertEqual({call.args[0] for call in fetch.call_args_list},{root,all_url,first,second})
+
+    def test_discovery_keeps_findings_separate_and_excludes_workshops(self):
+        html='<a href="/CVPR2026">Main</a><a href="/CVPR2026_findings">Findings</a><a href="/ICCV2025">Main</a><a href="/CVPR2013.py">Legacy main</a><a href="/CVPR2026_workshops/menu">Workshops</a><a href="/WACV2026">WACV</a>'
+        with patch('collect_vision.fetch',return_value=html.encode()):indexes=discover('cvf','unused')
+        self.assertEqual({(x['venue'],x['year'],x['track']) for x in indexes},{('CVPR',2013,'main'),('CVPR',2026,'main'),('CVPR',2026,'findings'),('ICCV',2025,'main')})
+
+    def test_unparsed_publication_link_does_not_silently_reduce_coverage(self):
+        html='<a href="content/CVPR2026/html/Unparsed_CVPR_2026_paper.html">Other paper</a><dl><dt><a href="content/CVPR2026/html/First_CVPR_2026_paper.html">Paper</a></dt></dl>'
+        with self.assertRaisesRegex(ValueError,'outside parsed'):
+            index_entries(html,'https://openaccess.thecvf.com/')
+
+    def test_legacy_declared_encoding_is_respected(self):
+        html='<meta content="text/html; charset=ISO-8859-1"><div>André</div>'
+        self.assertIn('André',decode_html(html.encode('iso-8859-1')))
+
+
+if __name__=='__main__':unittest.main()
diff --git a/venues.json b/venues.json
index ca25bc6..1784f8a 100644
--- a/venues.json
+++ b/venues.json
@@ -235,8 +235,7 @@
       "venue_type": "conference",
       "discovery_sources": [
         "cvf",
-        "ecva",
-        "openreview"
+        "dblp"
       ],
       "scope": "candidate_pending_scope_review",
       "years": "all_publicly_available",
@@ -251,8 +250,7 @@
       "venue_type": "conference",
       "discovery_sources": [
         "cvf",
-        "ecva",
-        "openreview"
+        "dblp"
       ],
       "scope": "candidate_pending_scope_review",
       "years": "all_publicly_available",
@@ -266,9 +264,8 @@
       "field": "vision",
       "venue_type": "conference",
       "discovery_sources": [
-        "cvf",
         "ecva",
-        "openreview"
+        "dblp"
       ],
       "scope": "candidate_pending_scope_review",
       "years": "all_publicly_available",