Learning Sequential Descriptors for Sequence-based Visual Place Recognition

Need a robust sequential descriptor? Use (Net)VLAD, you can stack patch descriptors temporally as well (along with the default spatial stacking).

My summary on HFPapers: https://huggingface.co/papers/2207.03868#64fdc21d8f76d450695a6941
arXiv: https://arxiv.org/abs/1803.04345

#arXiv #paper #vpr

GeoAdapt: Self-Supervised Test-Time Adaption in LiDAR Place Recognition Using Geometric Priors

LiDAR place recognition with domain adaptation/transfer using target pseudo-labels generated by a discriminator (trained on source domain).

Summary: https://huggingface.co/papers/2308.04638#64df3a0db6f2f37d72b7e764
arXiv: https://arxiv.org/abs/2308.04638

#arXiv #NewPaper #VPR

Visual Geo-localization with Self-supervised Representation Learning

SSL losses can be used for Visual Geo-localization/representation learning for VPR.

My summary on HFPapers: https://huggingface.co/papers/2308.00090#64d7ccd079d99b87006160ea
arXiv: https://arxiv.org/abs/2308.00090

#arxiv #newpaper #vpr #ssl

AnyLoc: Towards Universal Visual Place Recognition

#SelfPromotion

Using features from intermediate blocks of foundation models like DINO and DINOv2, combined with conventional aggregation methods, can yield good descriptors for visual place recognition in diverse environments. No training or fine-tuning.

Summary: https://huggingface.co/papers/2308.00688#64cdbc0fe13e7c2bc5775aaa
arXiv: https://arxiv.org/abs/2308.00688
Links: [Website](https://anyloc.github.io/), [PapersWithCode](https://paperswithcode.com/paper/anyloc-towards-universal-visual-place)

#FoundationModels #VPR #arXiv

Ariana Madix of "Vanderpump Rules" said she was "moving up, not out" as she clarified why she staged a move out of the L.A. home she shares with Tom Sandoval. #Scandoval #VPR #PumpRules https://www.latimes.com/entertainment-arts/tv/story/2023-05-24/ariana-madix-tom-sandoval-vanderpump-rules-move-out-staged-sofi-ad #press

"Vanderpump Rules" viewers have seen that Lala Kent was the one who consistently raised questions about whether fellow cast member Tom Sandoval was cheating — long before “Scandoval” became a trending term. #PumpRules #VanderpumpRules #VPR
https://www.latimes.com/entertainment-arts/business/story/2023-05-22/lala-kent-vanderpump-rules-randall-emmett-custody-bruce-willis #press

Katie Maloney described last week's season finale of "Vanderpump Rules" as a "dark and twisted and insane episode."

"This first installment of the reunion is very gratifying to watch," she said.

#VanderpumpRules #VPR #PumpRules #Scandoval

https://www.latimes.com/entertainment-arts/tv/story/2023-05-24/vanderpump-rules-reunion-ariana-madix-katie-maloney #press

The finale of vanderpump rules - was everything and more

#vpr #vanderpumprules #scandoval

A resplendent Caturday to all!
From the dusty vaults of ERRT RADIO's archives we present a unique mix of 40s jive and Elliots Cats for your listening pleasure. Great background for swing crocheting and manic muddling about.
https://errtradio.com/VPR/TS_ELLIOT_CAT_POEM_STORIES.mp3
#caturday #audio #errtradio #vpr #errtlings #ufiauttorri

A resplendent Caturday to all!
From the dusty vaults of ERRT RADIO's archives we present,a unique mix of 40s jive and Elliots Cats for your listening pleasure. Great background for swing crocheting and manic muddling about.
https://errtradio.com/VPR/TS_ELLIOT_CAT_POEM_STORIES.mp3
#caturday #audio #errtradio #vpr #errtlings #ufiauttorri

Rewatching #vpr from the start - that Laura Leigh is a whole lot sheesh #vanderpumprules

Visual Place Recognition: A Tutorial
Stefan Schubert, Peer Neubert, Sourav Garg, Michael Milford, Tobias Fischer

[15 pages] presents VPR for newcomers & deals with evaluation. Maybe the code would serve as a good baseline method?

abs:https://arxiv.org/abs/2303.03281
code: https://github.com/stschubert/VPR_Tutorial
#VPR #ComputerVision #arXiv #AmyPostsPapers

@Nicholasdotcom @Bibeoboy so I haven’t dug into *all* of the discussions because it’s A LOT. But is our theory that Tom told Raquel the relationship was open & that’s why she was okay hooking up while Ariana was asleep? And that’s where the rumor came from that the relationship was open? Because Raquel told people it was? #VanderpumpRules #PumpRules #VPR

Yay #vpr peeps showed up! I am shook by the news even still this morning!

@Nicholasdotcom YEEESSSSSS 🙌 did you watch the new episode? I need to watch tonight #VPR #VanderpumpRules #PumpRules

Great seminar today from Oliver Fregoso from UCLA (@frolivr on twitter) at UW Microbiology on his lab's work "Understanding the DNA damage response in HIV replication and cure". Mostly about the enigmatic #Vpr protein in #HIV