Rutgers University’s AI Researchers Propose A Slot-Based Autoencoder Architecture, Called SLot Attention TransformEr (SLATE)

2021.10.26 23:49 techsucker Rutgers University’s AI Researchers Propose A Slot-Based Autoencoder Architecture, Called SLot Attention TransformEr (SLATE)

Rutgers University’s AI Researchers Propose A Slot-Based Autoencoder Architecture, Called SLot Attention TransformEr (SLATE) DALL·E has shown an impressive ability of composition-based systematic generalization in image generation, but it requires the dataset of text-image pairs and provides compositional clues from those texts. While the Slot Attention model can learn composable representations without text prompts, it does not have unlimited generative capacity like DALL·E for a zero-shot generation.
Researchers from Rutgers University propose a slot-based autoencoder architecture called SLot Attention TransformEr (SLATE). The SLATE model is a combination of the best from DALL·E and object-centric representation learning. In contrast to previous models, it significantly improves composition-based systematic generalization in image generation.
The research team showed that they could create a model Illiterate DALL·E (I-DALLE), which can learn object representation from images alone instead of taking text prompts. To get this done, the team begins by analyzing that existing pixel-mixture decoders for learning object-centric representations suffer from limitations such as slot decoding dilemma and independent pixels. Based on DALL·E, the research team then hypothesized that to resolve these limitations, not only does one need a composable slot but also an expressive decoder.
Quick 5 Min Read | Github | Paper | Project https://preview.redd.it/q9ioo85rpwv71.png?width=1462&format=png&auto=webp&s=573df2f5447e9dcb4abaedfcdb9aad018b2b8205
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2021.10.26 23:49 hazywren I used an A.I. that generates random inspirational quotes, and some of them look like they belong in this sub

I used an A.I. that generates random inspirational quotes, and some of them look like they belong in this sub submitted by hazywren to dark_intellect [link] [comments]


2021.10.26 23:49 ShibbiesClimax Hypothetically speaking lets say we introduced 2-3 new keystones, what does the meta look like (for fun, not serious)

So for 2 of them I was thinking one keystone allows you to have two keystones but no other runes or shards. And the other keystone allows you to have a similar thing like amumu q where you can have charges but on a selected ability where the charges have a cd. Who is OP? Any other obscure ideas for the 3rd keystone
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2021.10.26 23:49 Hyz3rFlip Halloween livery

Halloween livery submitted by Hyz3rFlip to HotWheelsunleashed [link] [comments]


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2021.10.26 23:49 Kauske Does anyone know of a similar weapon to this?

Is the Exarch Blaster Pistol and Exarch Blaster Rifle just entirely retired? Or are there similar alternatives?
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2021.10.26 23:49 PoetryOk998 Dao broadsword

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2021.10.26 23:49 egothegreat It isn't pretty but my wife wanted me to make a pumpkin

It isn't pretty but my wife wanted me to make a pumpkin submitted by egothegreat to pics [link] [comments]


2021.10.26 23:49 Professor_Earth Oceans are contained in real life by Antarctica. The globe myth is ridiculous, as is the insane globe cult's myth of "heliocentric space". There are no cartoons in space in real life. Things don't work how you were brainwashed to believe. Beware shills of this insane cult in the comments. Very good.

Oceans are contained in real life by Antarctica. The globe myth is ridiculous, as is the insane globe cult's myth of submitted by Professor_Earth to flatearth [link] [comments]


2021.10.26 23:49 x_lumos_x Wet cyanotype from earlier today (12” x 18”)

submitted by x_lumos_x to cyanotypes [link] [comments]


2021.10.26 23:49 i-dont-know-bruv All the pictures on this brand’s site are like this…

All the pictures on this brand’s site are like this… submitted by i-dont-know-bruv to Instagramreality [link] [comments]


2021.10.26 23:49 Occam833 Is it impossible to grow fly agaric in a bag of grain and substrate?

I’ve heard it’s not possible to grow it indoors.
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2021.10.26 23:49 Helpful_Antelope8595 Print seems to have “shifted” after pausing for 3 minutes. Can I save my print?

Print seems to have “shifted” after pausing for 3 minutes. Can I save my print? submitted by Helpful_Antelope8595 to 3Dprinting [link] [comments]


2021.10.26 23:49 Admirable-Sail-1261 Brandon after seeing Mandy win the NXT Womens Championship

Brandon after seeing Mandy win the NXT Womens Championship submitted by Admirable-Sail-1261 to BrandonDE [link] [comments]


2021.10.26 23:49 anarchiastt LF: 2 Gold Bottle Caps FT: One Masterball

Thanks
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2021.10.26 23:49 fen8616 Queen of pentacles reversed and six of cups - how an ex views me?

I'm looking for insight about figuring out the six of cups and queen of pentacles reversed for how my ex views me. Honestly, I'm not super experienced yet, and I'm having trouble figuring the spread out while trying to ignore my own personal biases (and if I'm being honest, I really don't want this person to view me as a manipulative asshole).
A little background - my ex recently broke up with me because he really badly wants kids, and I really badly don't. Fair enough. We're not compatible in that way. However, the way he broke up with me was horrible - he kept insisting he had no intention of leaving the relationship ("I'm not going anywhere," "I'll be here as long as you'll have me", etc.), that he was fine with not having kids, that he wanted nothing more than to be with me. This led me to let my guard down and trust him and develop deep feelings. Then one Tuesday morning recently he ripped the rug out from under me, suddenly doing a complete about-face and ending things seemingly out of nowhere. We had a great rapport of communication, and I feel like he was keeping his true feelings inside and deceiving me. I have serious past trauma with having the rug ripped out from under me by people I emotionally trusted, and subsequent trust and abandonment issues. So naturally, I didn't handle it well. I was so hurt, betrayed, and reeling from the past trauma being treated like this brought up that I said a lot of horrible things I never should have said. We've since apologized and cleared the air, and are friendly. Still, through all of this, I'm heartbroken and miss him greatly.
Anyway, that's probably more info than was necessary, but I would really appreciate interpretations on this.
If anyone wants to get wild, the cards pulled for near future was the hierophant, "will we end up back together?" was the two of pentacles, and nine of cups. I'd like to know more about these too.
Thanks everyone so much!

TL;DR: My bf broke up with me because he wants kids and I absolutely do not. He blindsided me with a breakup after leading me to believe he truly wanted to be with me and that I was safe and secure with him. I felt betrayed, lied to, and completely blindsided and said some awful stuff to him while hurt. Pulled the queen of pentacles and six of cups for how he feels about me. Interpretations?
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2021.10.26 23:49 Kms392101 Benoit

Benoit submitted by Kms392101 to ArcherFX [link] [comments]


2021.10.26 23:49 findingsugardaddy Sugar daddy like fun and adorable who loves to laugh and look sexy sugar baby always

Sugar daddy like fun and adorable who loves to laugh and look sexy sugar baby always submitted by findingsugardaddy to ApproachSugarDaddies [link] [comments]


2021.10.26 23:49 srug_grows How do blind people know when they’re done wiping?

submitted by srug_grows to AskReddit [link] [comments]


2021.10.26 23:49 dbn5533 QST PL325

Has anyone taken Introduction to the Health Sector: Issues and Opportunities? It sounds interesting and my advisor recommended it to me, and Cohen will be teaching it. If anyone has any advice it would be appreciated!!! :)
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2021.10.26 23:49 Flaky_Special2497 This sub is full of 'muh Christian values' clown shoe cunts and your memes suck shit

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2021.10.26 23:49 RockyCrayon6625 I legitimately think a new season is sooner than we expect

I know, we all been down this road before, "Season 3 isn't happening". BUT, I can't shake the feeling and here's why.

  1. Bandai might have been in the dark about Soul Cal for a while, this is true, but most likely because newer games they were focusing on, which is understandable.
  2. They still made a new DLC for Xenoverse 2, and that game is WAY older than Soul Cal. A possible indicator for future stuff there, as well.
  3. We ARE in a pandemic, so new stuff might take a while, especially if it means voice actors, motion capture (if that's still used), etc.
  4. Why would they tease Algol so much and so heavily in Libra of Souls if we wouldn't have a chance to, AT LEAST, fight him? It's kinda like how Xenoverse 2 got one one of the Pride Troopers when their biggest (no joke intended) and most impressive one became a G.o.D during the tournament at first. It just took some time.
  5. Finally, they shown off a statue of Siegfried sealing Soul Edge with Calibur to create Soul Embrace, an event from 3, and 6 is a retelling of 2 onwards. So that's another reason to believe.

Conclusion: Yes, it might be taking a long time. But, you know how it goes. "Rome wasn't built in a day."
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2021.10.26 23:49 C41ro Swallows [Olympus OM2N, 50mm, Tmax 100]

Swallows [Olympus OM2N, 50mm, Tmax 100] submitted by C41ro to analog [link] [comments]


2021.10.26 23:49 Rocky_Delphi Nationalization Program In France During The Mitterrand Era & Why It Failed

https://preview.redd.it/35g970zrpwv71.jpg?width=478&format=pjpg&auto=webp&s=829c834ff3066447118549b1b96b5b16fccb475c
After World War Two, France was in ruins, and the post-war government of Charles De Gaulle nationalized critical sectors of the economy as part of a massive effort to reconstruct their economy. Through the efforts of a leader that many believed to be a conservative right-wing President, De Gaulle transformed the government into a major economic player in the French economy The French government controlled 98% of coal production, 75% of electricity, 58% of the banking sector, 38% of the automobile production, and 15% of the total GDP. (Cohen)
France through its economic reconstruction effort enjoyed over thirty years of growth and prosperity. From 1950 to the 1970s, France’s GDP grew 5% per year while during the same period, in one of the more prosperous eras in American economic history, GNP in the United States grew 3.6% per year. (Cohen) At the same time, unemployment in France was near zero and working-class men and women saw dramatic increases in their standard of living, but like the United States, the 70s brought globalization, stagflation, the exporting of their industrial base, and competition with cheap slave and child labor in countries with no environmental or labor regulations...(Continues)
Nationalization Program In France During The Mitterrand Era & Why It Failed
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