Viewing enriched Twitter post
Low-light 3D reconstruction is a very challenging problem — image noise makes it difficult to establish correspondences, predict camera poses, and reconstruct scene geometry. We show that leveraging 3D foundation models enables scene reconstruction in the dark!
{
"score": 0.38,
"score_components": {
"author": 0.09,
"engagement": 0.0,
"quality": 0.08000000000000002,
"source": 0.135,
"nlp": 0.05,
"recency": 0.025
},
"scored_at": "2026-03-10T03:06:19.622006",
"import_source": "api_import",
"source_tagged_at": "2026-03-10T03:06:19.622019",
"enriched": true,
"enriched_at": "2026-03-10T03:06:19.622021"
}{
"type": "tweet",
"id": "2031062080074170789",
"url": "https://x.com/DaveLindell/status/2031062080074170789",
"twitterUrl": "https://twitter.com/DaveLindell/status/2031062080074170789",
"text": "Low-light 3D reconstruction is a very challenging problem — image noise makes it difficult to establish correspondences, predict camera poses, and reconstruct scene geometry. We show that leveraging 3D foundation models enables scene reconstruction in the dark!",
"source": "Twitter for iPhone",
"retweetCount": 6,
"replyCount": 0,
"likeCount": 32,
"quoteCount": 0,
"viewCount": 1845,
"createdAt": "Mon Mar 09 17:38:29 +0000 2026",
"lang": "en",
"bookmarkCount": 8,
"isReply": false,
"inReplyToId": null,
"conversationId": "2031062080074170789",
"displayTextRange": [
0,
261
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "DaveLindell",
"url": "https://x.com/DaveLindell",
"twitterUrl": "https://twitter.com/DaveLindell",
"id": "611715958",
"name": "David Lindell",
"isVerified": false,
"isBlueVerified": false,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1303418843285471233/WPiBXLAq_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/611715958/1666654449",
"description": "",
"location": "Toronto, ON",
"followers": 1993,
"following": 391,
"status": "",
"canDm": false,
"canMediaTag": true,
"createdAt": "Mon Jun 18 14:12:47 +0000 2012",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 649,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 38,
"statusesCount": 270,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2013368543216067053"
],
"profile_bio": {
"description": "Assistant Professor @UofTCompSci\nFaculty Affiliate @VectorInst",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": [
{
"id_str": "0",
"indices": [
20,
32
],
"name": "",
"screen_name": "UofTCompSci"
},
{
"id_str": "0",
"indices": [
51,
62
],
"name": "",
"screen_name": "VectorInst"
}
]
},
"url": {
"urls": [
{
"display_url": "davidlindell.com",
"expanded_url": "https://davidlindell.com",
"indices": [
0,
23
],
"url": "https://t.co/Og28FpzDS7"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"quoted_tweet": {
"type": "tweet",
"id": "2031053988867571897",
"url": "https://x.com/andrewyguo/status/2031053988867571897",
"twitterUrl": "https://twitter.com/andrewyguo/status/2031053988867571897",
"text": "📢📢📢Dark3R (#CVPR2026) recovers camera poses and point clouds—and enables novel view synthesis—from images captured in ultra-low light (image SNR < −4 dB).\n\nProject Page: https://t.co/Hea6ACUPCs\nCode/Dataset: https://t.co/PFnrOuYIfB\nPaper: https://t.co/8CGZXbS6t3 https://t.co/MPnStqQLdb",
"source": "Twitter for iPhone",
"retweetCount": 30,
"replyCount": 5,
"likeCount": 136,
"quoteCount": 5,
"viewCount": 8060,
"createdAt": "Mon Mar 09 17:06:20 +0000 2026",
"lang": "en",
"bookmarkCount": 83,
"isReply": false,
"inReplyToId": null,
"conversationId": "2031053988867571897",
"displayTextRange": [
0,
265
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "andrewyguo",
"url": "https://x.com/andrewyguo",
"twitterUrl": "https://twitter.com/andrewyguo",
"id": "3250983721",
"name": "Andrew Guo",
"isVerified": false,
"isBlueVerified": false,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1478250022735007744/uW4MxI_2_normal.jpg",
"coverPicture": "",
"description": "",
"location": "Toronto",
"followers": 104,
"following": 245,
"status": "",
"canDm": false,
"canMediaTag": false,
"createdAt": "Sat Jun 20 19:47:53 +0000 2015",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 3828,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 6,
"statusesCount": 55,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [],
"profile_bio": {
"description": "",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": []
},
"url": {
"urls": [
{
"display_url": "andrewguo.com",
"expanded_url": "http://andrewguo.com",
"indices": [
0,
23
],
"url": "https://t.co/T9wty3Gjry"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"additional_media_info": {
"monetizable": false
},
"allow_download_status": {
"allow_download": true
},
"display_url": "pic.twitter.com/MPnStqQLdb",
"expanded_url": "https://twitter.com/andrewyguo/status/2031053988867571897/video/1",
"ext_media_availability": {
"status": "Available"
},
"id_str": "2031053896043364352",
"indices": [
266,
289
],
"media_key": "13_2031053896043364352",
"media_results": {
"id": "QXBpTWVkaWFSZXN1bHRzOgwABAoAARwvwMHpVoAAAAA=",
"result": {
"__typename": "ApiMedia",
"id": "QXBpTWVkaWE6DAAECgABHC/AwelWgAAAAA==",
"media_key": "13_2031053896043364352"
}
},
"media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2031053896043364352/img/egT7EhWzwZSFxTDR.jpg",
"original_info": {
"focus_rects": [],
"height": 1080,
"width": 1920
},
"sizes": {
"large": {
"h": 1080,
"w": 1920
}
},
"type": "video",
"url": "https://t.co/MPnStqQLdb",
"video_info": {
"aspect_ratio": [
16,
9
],
"duration_millis": 23766,
"variants": [
{
"content_type": "application/x-mpegURL",
"url": "https://video.twimg.com/amplify_video/2031053896043364352/pl/QXvNW7jkglK3bjVZ.m3u8?tag=21"
},
{
"bitrate": 256000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/2031053896043364352/vid/avc1/480x270/kDVJ85WkbZVenmls.mp4?tag=21"
},
{
"bitrate": 832000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/2031053896043364352/vid/avc1/640x360/DBxMUulVXJkrGewI.mp4?tag=21"
},
{
"bitrate": 2176000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/2031053896043364352/vid/avc1/1280x720/WpdKTsgyl5y7Fk-T.mp4?tag=21"
},
{
"bitrate": 10368000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/2031053896043364352/vid/avc1/1920x1080/HTriv0hZyo-8quZt.mp4?tag=21"
}
]
}
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [
{
"indices": [
11,
20
],
"text": "CVPR2026"
}
],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "andrewguo.com/pub/dark3r",
"expanded_url": "http://andrewguo.com/pub/dark3r",
"indices": [
173,
196
],
"url": "https://t.co/Hea6ACUPCs"
},
{
"display_url": "github.com/andrewyguo/dar…",
"expanded_url": "https://github.com/andrewyguo/dark3r",
"indices": [
211,
234
],
"url": "https://t.co/PFnrOuYIfB"
},
{
"display_url": "arxiv.org/abs/2603.05330",
"expanded_url": "https://arxiv.org/abs/2603.05330",
"indices": [
242,
265
],
"url": "https://t.co/8CGZXbS6t3"
}
],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
},
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
}