#generalization نتائج البحث

Emergent Neural Network Mechanisms for Generalization to Objects in Novel Orientations Avi Cooper, Daniel Harari, Tomotake Sasaki et al.. Action editor: Andrew Lampinen. openreview.net/forum?id=4wBQT… #orientations #orientation #generalization

Digital ID is a #Generalization and you are being brainwashed into thinking there isn’t an ID card with #perimeters that could #disenfranchise a corrupt #technocracy.

You can have exceptions & still have a useful #generalization -even if it hurts your ego or feelings. It's called logic and the stats paint a clear picture: #WhoreCulture is all prostitution, #SingleMothers are single by choice & a cancer to ALL communities.

On the Fundamental Limits of Overparameterized Basis Expansion Machine Learning Models openreview.net/forum?id=dbzTX… #generalization #adaptive #models

AGI won’t be defined by a single #Benchmark but by a mix of #TechnicalSignals (#generalization, #selfimprovement, #longhorizonplanning) and socio-#politicalPower. Corporate/State interests will frame its “arrival,” while true #AGI already integrates all functions. #ASI #AIethics

The Initialization Determines Whether In-Context Learning Is Gradient Descent openreview.net/forum?id=fvqSK… #attention #learning #generalization

Decoding Generalization from Memorization in Deep Neural Networks openreview.net/forum?id=BeT6j… #generalization #generalize #memorization

Musk is an ultra-right propagandist and X is his manipulation tool for mass hypnoses. He is one of the biggest sowers of hatred next to Trump, all under the guise of freedom of speech. #Hypocrite #Slander #Generalization #misinformation

While the stereotype has some truth to it, it is also a generalization .Like any population, Swedes have a wide range of personalities, including many extroverts .#Stereotype #Generalization

Generalization bound for a Shallow Transformer trained using Gradient Descent openreview.net/forum?id=t3iUe… #transformer #generalization #rademacher

Towards Efficient Contrastive PAC Learning Jie Shen. Action editor: Tianbao Yang. openreview.net/forum?id=dBJo9… #contrastive #rademacher #generalization

Class-wise Generalization Error: an Information-Theoretic analysis Firas Laakom, Moncef Gabbouj, Jürgen Schmidhuber, Yuheng Bu. Action editor: Gintare Dziugaite. openreview.net/forum?id=asW4V… #generalization #generalizes #supervised

We don't need to debate whether it's better to be a generalist or a specialist. The world needs both. Specialists excel at zooming in. They see the details to deepen our knowledge. Generalists excel at zooming out. They see around corners to broaden our view.

Can we infuse #structure into a time series (#TS) model from a diverse dataset so as to greatly improve #generalization on new TS coming from different datasets? Yes, via a new principle called #Representational Time-Frequency Consistency (TF-C) arxiv.org/abs/2206.08496 1/3

Second test post. This will work for individual photos I think.

#generalization

cara filter foto menjadi seperti analog banget/kaya foto jaman dulu A thread.

Comparison of varying states of realism as interpreted by Midjourney. Let's take a look. Here, my test subject is a portrait of a woman. Top row: portrait of a woman, [realism word] --ar 2:3 I used: none (as in I didn't add reality word to the prompt) realism photorealism…

I ❤️ using puppets during #speechlanguageintervention as a fun way to encourage #generalization and #independence with my @SLCSpearson students! @ASHAWeb #SLPeeps #hoowayforwodneywat

I'm tired of having to prove to people that generative AI systems infringe by default, so here's a megathread of images I've prompted you can use in your discussions. Article by @GaryMarcus and myself at the end. 1/🧵

In new work, we expose limitations of uniform #generalization bounds when applied to #quantumachinelearning models. scirate.com/arxiv/2306.134…

“How wrong labels can lead to poor generalization”: I think this is the simplest effective visual explanation I have seen. From @fchollet’s Deep Learning with Python (2nd edition).

Really enjoyed presenting my systematic review at #DBA2018 last night. We looked at #generalization and #maintenance in #ABA #socialskills interventions for #preschool children with #ASD 😊 @hollowayjennif @ABA_NUIG @IrishResearch #LoveIrishResearch

Javascript array functions map filter find reduce

Mentally Match Patterns and Colors without labeling and you will See Everything

HERE ARE SOME IG FILTERS THAT YOU SHOULD TRY. ⓒ A THREAD;

Next time someone says you can't generalise, send them this.

I propose the concept of #protoknowledge (in-between #memorization and #generalization) to evaluate whether models are truly capable of solving downstream tasks. Thanks to the @l2m2_workshop part of @aclmeeting , I could receive valuable feedback and engage idea exchanges.

flux is so good at generalizing that you can train a style LoRA with just one image! first upscale the image (keeping style features intact), chop the original and the upscaled image into parts, discard parts that are blank or contain text/artifacts, add flipped parts and train!

Day 2 @Geneva_Centre for ABA training @ALCDSB @alcdsb_jose #reinforcers #datacollection #generalization #gcast2018 #ilovefreestuff #notepadaholic

Eveliina Glogan presenting on #generalization of #operant #avoidance behaviour #pain #prm2018 @meuldersann

Teaching #socialskills to children with ASD: Can they use the skills across different contexts & people? #generalization Do the skills continue to occur over time? #maintenance 💡 Delighted to have my PhD systematic review looking at this topic published: link.springer.com/article/10.100…