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LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration

Md. Ismail Hossain, M M Lutfe Elahi, Sameera Ramasinghe et al.

Action editor: Manzil Zaheer

https://openreview.net/forum?id=3rU1lp9w2l

#distillation #distill #knowledge

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Distillation Apparatus
#savad #steampunk #distill #beer #beermaking #plumber

mikesavad.com/featured/ste...

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Okay, I know I'm so fucking serious all the time, but you're really fucking important. And I love to swear. You give better #information overall than the #media. I know that you rely upon the media a lot, but you #distill out a lot of garbage. Take yourself seriously while you learn how not to 😹😹😹

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New #J2C Certification:

LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration

Md. Ismail Hossain, M M Lutfe Elahi, Sameera Ramasinghe et al.

https://openreview.net/forum?id=3rU1lp9w2l

#distillation #distill #knowledge

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Preview
Backdoor en LLMs con Poisoning Data: Evenenamiento y troyanizado de Modelos LLM Blog personal de Chema Alonso ( https://MyPublicInbox.com/ChemaAlonso ): Ciberseguridad, IA, Innovación, Tecnología, Cómics & Cosas Personasles.

El lado del mal - Backdoor en LLMs con Poisoning Data: Evenenamiento y troyanizado de Modelos LLM www.elladodelmal.com/2025/10/back... #Poision #Training #FineTuning #Distill #LLM #Hacking #Backdoor #Troyano #DDoS #LLMs

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LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration

LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration

New #TMLR-Paper-with-Video:

LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration

Md. Ismail Hossain, M M Lutfe Elahi, Sameera Ramasinghe et al.

https://tmlr.infinite-conf.org/paper_pages/3rU1lp9w2l

#distillation #distill #knowledge

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Proximal Policy Distillation

Giacomo Spigler

Action editor: Dennis Soemers

https://openreview.net/forum?id=WfVXe88oMh

#distillation #distilling #distill

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New Distilling Selective Patches Method Boosts Speech Enhancement Models

New Distilling Selective Patches Method Boosts Speech Enhancement Models

Researchers introduced Distilling Selective Patches (DISPatch), a method that trains student models on spectrogram patches where the teacher outperforms, boosting SNR and PESQ scores. getnews.me/new-distilling-selective... #distill #speech

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Finally, he was able to #distill everything into a simple answer.
He went to the archives late at night and found the King, as usual, studying old historical documents.
Words smiled to see Revin approaching
"Well?" he said.
"You should get Her Majesty the pink one," Revin said. (2/2) #wss366

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Today's Wandering Shop Stories prompt at Mastodon is #distill. Join in and tag it with #wss366. Visit https://wandering.shop/@wss366 for more info.

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I’ve seen firsthand how many painful iterations multi-disciplinary teams go through to decode the biology hidden in #SingleCell #Omics data.

There has to be a faster way — one built for better collaboration, powered by #AI and #LLMs.

#DISTILL is our shot at doing this right.

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Old Fitzgerald Bourbon 1947. The brand was first produced in 1870 and one of the few with permission from the federal government to distill during prohibition for medicinal purposes. #OldFitz #Bourbon #prohibition #history #vintage #distill #medicine #Kentucky

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