#resnet search results

Getting a shape mismatch error when using resnet18 with Fashion MNIST? ResNet expects 3-channel (RGB) images, but FMNIST is grayscale (1-channel). #computervision #resnet

AbdulMathin07's tweet image. Getting a shape mismatch error when using resnet18 with Fashion MNIST? ResNet expects 3-channel (RGB) images, but FMNIST is grayscale (1-channel).
#computervision #resnet

#CLIP #ResNet RN50x4 #deepdream @ penultimate layer ooooooo horrifying pug'o'pizzapeople python programmer's despair #AI #AIart #neuron #dreams #polysemantic #multimodal

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream @ penultimate layer

ooooooo horrifying pug'o'pizzapeople python programmer's despair

#AI #AIart #neuron #dreams #polysemantic #multimodal

Great to joining @NIHRSPHR #ResNet panel on research and the media with colleagues @spidermaani @marcobardus @PaulineScheelb1

Lakenutrition's tweet image. Great to joining @NIHRSPHR #ResNet panel on research and the media with colleagues @spidermaani @marcobardus @PaulineScheelb1

distorSurreal horrifying zoKaleidoPhobia demonic PsychedPsychOPaware psychedUFO #CLIP #ViT reproducing a #ResNet neuron in its neural net #AIart #gradientascent #modelinversion

zer0int1's tweet image. distorSurreal horrifying zoKaleidoPhobia demonic PsychedPsychOPaware psychedUFO

#CLIP #ViT reproducing a #ResNet neuron in its neural net #AIart #gradientascent #modelinversion

#CLIP #ResNet RN50x4 #deepdream Layer1 Layer 1 maximum dog feature abstraction #AI #AIart #neuron #dreams

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream Layer1

Layer 1 maximum dog feature abstraction

#AI #AIart #neuron #dreams
zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream Layer1

Layer 1 maximum dog feature abstraction

#AI #AIart #neuron #dreams

#CLIP #ResNet RN50x4 #deepdream Gradient got hijacked by burnt-in text: ARF AFF WOOOOF WWWW OOOO. 🤣 Layer2+Layer3 combo effort. Probably needs normalization. #AI #AIart #neuron #dreams

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream

Gradient got hijacked by burnt-in text:
ARF AFF WOOOOF WWWW OOOO. 🤣

Layer2+Layer3 combo effort. Probably needs normalization.
#AI #AIart #neuron #dreams

Not sure if an autoencoder's loss is a valid measure of 'crappiness of text encoder' (especially re: dims!) as it tries to learn #CLIP ViT-L/14 text embeddings [40k labels] <-> #ResNet embeds --VS-- #T5 embeds, but - this is probably not good. 😂 Though it IS interesting! ☝️🤓

zer0int1's tweet image. Not sure if an autoencoder&apos;s loss is a valid measure of &apos;crappiness of text encoder&apos; (especially re: dims!) as it tries to learn #CLIP ViT-L/14 text embeddings [40k labels] &amp;lt;-&amp;gt; #ResNet embeds --VS-- #T5 embeds, but - this is probably not good. 😂

Though it IS interesting! ☝️🤓

📒 NOTE: RESNET - 2015’s AI beast comes alive! Watch layers stack & skip connections zap gradients. #Note #ResNet #AI Next topic? Reply with your pick! 👇

oderoi_'s tweet image. 📒 NOTE: 

RESNET - 2015’s AI beast comes alive! Watch layers stack &amp;amp; skip connections zap gradients. 

#Note #ResNet #AI
Next topic? Reply with your pick! 👇

#CLIP #ResNet RN50x4 #deepdream Layer2 How does a CLIP see little dog faces in a dog? - As many many many faces. And as TEXT. Of course. 🙃 #AI #AIart #neuron #dreams #scribble #doodle

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream Layer2

How does a CLIP see little dog faces in a dog?
- As many many many faces. And as TEXT. Of course. 🙃

#AI #AIart #neuron #dreams #scribble #doodle

#CLIP #ResNet RN50x4 #deepdream @ penultimate layer My personal winner of category: "ubermultimodal madcap megacomposite" (within top_k=20 most-salient AI self-selected #image #abominations): #AI #AIart #neuron #dreams #polysemantic #multimodal

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream @ penultimate layer

My personal winner of category: &quot;ubermultimodal madcap megacomposite&quot; (within top_k=20 most-salient AI self-selected #image #abominations):

#AI #AIart #neuron #dreams #polysemantic #multimodal

#CLIP #ResNet RN50x4 #deepdream @ penultimate layer Faces. Knitting. Knitted pugfaces. The visually closest to the original I could find within AI's self-selected most salient top_k=20 (by activation value). #AI #AIart #neuron #polysemantic #multimodal #dreams

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream @ penultimate layer

Faces. Knitting. Knitted pugfaces.

The visually closest to the original I could find within AI&apos;s self-selected most salient top_k=20 (by activation value).

#AI #AIart #neuron #polysemantic #multimodal #dreams

#CLIP #ResNet RN50x4 #deepdream @ penultimate layer 🚗: has freak accident 🤖: sees face in car like a human would, alas puts eye in headlight prominently 🤖: adds many many more faces and tiny night city scenes, because AI also saw wall / building #AI #AIart #neuron #dreams

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream @ penultimate layer

🚗: has freak accident
🤖: sees face in car like a human would, alas puts eye in headlight prominently
🤖: adds many many more faces and tiny night city scenes, because AI also saw wall / building

#AI #AIart #neuron #dreams

#CLIP #ResNet RN50x4 #deepdream @ penultimate layer Very awkward way to make a dog. Once you see it... 🙈 Choice for salience made by AI itself (via activation value). Probably as a polysemantic concept. -> Synonym for 'female dog' = 'itch' that starts with a 'B'. #AI #AIart

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream @ penultimate layer

Very awkward way to make a dog. Once you see it... 🙈

Choice for salience made by AI itself (via activation value).
Probably as a polysemantic concept. 
-&amp;gt; Synonym for &apos;female dog&apos; = &apos;itch&apos; that starts with a &apos;B&apos;.
#AI #AIart

Happy Tuesday! Grateful for this nomination & appreciation of our son. Full time student. 2 jobs. Proud of you Brady❤️ @AugustWest420 @b_callahan8 2 years down 🙏🏼 2 to go #BSU #IT #ResNet #ComputerScience #studentemployee

TigerRose420's tweet image. Happy Tuesday!
Grateful for this nomination &amp;amp; appreciation of our son. 
Full time student. 2 jobs. 
Proud of you Brady❤️

@AugustWest420 @b_callahan8

2 years down 🙏🏼  2 to go
#BSU #IT #ResNet 
#ComputerScience 
#studentemployee
TigerRose420's tweet image. Happy Tuesday!
Grateful for this nomination &amp;amp; appreciation of our son. 
Full time student. 2 jobs. 
Proud of you Brady❤️

@AugustWest420 @b_callahan8

2 years down 🙏🏼  2 to go
#BSU #IT #ResNet 
#ComputerScience 
#studentemployee

ResNet's skip connections solve the degradation problem in very deep networks. Information highways allow gradients to flow unimpeded to early layers. Sometimes the best path forward is a shortcut. #DeepNeuralNetworks #ResNet #SkipConnections andrewroche.ai/deep-neural-ne…


We are thrilled to introduce a comprehensive 15-minute video that guides you through the ANSI ACCA RESNET ICC Standard 310, a must-know grading method for every HVAC system installation. Watch the video here: bit.ly/43uYs5B #ACCA #ANSI #RESNET #ICC#HVAC #HVACR

accausa's tweet image. We are thrilled to introduce a comprehensive 15-minute video that guides you through the ANSI ACCA RESNET ICC Standard 310, a must-know grading method for every HVAC system installation. Watch the video here: bit.ly/43uYs5B

#ACCA #ANSI #RESNET #ICC#HVAC #HVACR

ResNet's skip connections solve the degradation problem in very deep networks. Information highways allow gradients to flow unimpeded to early layers. Sometimes the best path forward is a shortcut. #DeepNeuralNetworks #ResNet #SkipConnections andrewroche.ai/deep-neural-ne…


Highlight AGAIN: We should understand the role of #residuals from the #representation view, not the gradient vanishing. The authors of #ResNet didn’t understand what causes performance #degradation.

Ilya: LSTM is a variant of ResNet. This is also wrong. The reasons are as follows: LSTM is used to solve the gradient vanishing problem, while residual connection is to reduce the loss of information between layers (of course, the multi-branch structure in LSTM also reduces it).

hyperzzw's tweet image. Ilya: LSTM is a variant of ResNet.
This is also wrong. The reasons are as follows:

LSTM is used to solve the gradient vanishing problem, while residual connection is to reduce the loss of information between layers (of course, the multi-branch structure in LSTM also reduces it).


ResNet explained: Residual connections (skip layers) help networks bypass transformations so gradients flow better. This lets models go much deeper without degradation. Read more info : nomidl.com/natural-langua… #ResNet #DeepLearning #AI #MachineLearning

nomidlofficial's tweet image. ResNet explained: Residual connections (skip layers) help networks bypass transformations so gradients flow better. This lets models go much deeper without degradation.  

Read more info : nomidl.com/natural-langua…  

#ResNet #DeepLearning #AI #MachineLearning

🔥 Read our Highly Cited Paper 📚#Methodology for Evaluating the Generalization of ResNet 🔗mdpi.com/2076-3417/14/9… 👨‍🔬by Anan Du et al. @CAS__Science #generalizationevaluation #ResNet

Applsci's tweet image. 🔥 Read our Highly Cited Paper
📚#Methodology for Evaluating the Generalization of ResNet
🔗mdpi.com/2076-3417/14/9…
👨‍🔬by Anan Du et al.
@CAS__Science
#generalizationevaluation #ResNet

ICYMI: On the latest #RESTalk, Kevin Smith, CEO of @HabitatNCC discusses the groundbreaking ENERGY STAR and DOE Zero Energy Ready Home-certified Bennett Point project in DE. Listen at restalk.libsyn.com/ep143-sweat-eq… #HabitatForHumanity #RESNET #ZeroEnergyHome #ENERGYSTARHomes

resnetus's tweet image. ICYMI: On the latest #RESTalk, Kevin Smith, CEO of @HabitatNCC discusses the groundbreaking ENERGY STAR and DOE Zero Energy Ready Home-certified Bennett Point project in DE.

Listen at  restalk.libsyn.com/ep143-sweat-eq…

#HabitatForHumanity #RESNET #ZeroEnergyHome #ENERGYSTARHomes

Laurel Elam and Ryan Meres of RESNET at Clayton Homes' building facility in TN, learning about their eBuilt® homes! #RESNET #ClaytonHomes #eBuilt #ZERH

resnetus's tweet image. Laurel Elam and Ryan Meres of RESNET at Clayton Homes&apos; building facility in TN, learning about their eBuilt® homes!

#RESNET #ClaytonHomes #eBuilt #ZERH

Kevin Smith, CEO of @HabitatNCC discusses the groundbreaking project, ENERGY STAR and DOE Zero Energy Ready Home-certified Bennett Point in DE Listen at ow.ly/h8KM50WCPuh #HabitatForHumanity #RESNET #ZeroEnergyHome #EnergyStarHomes

resnetus's tweet image. Kevin Smith, CEO of @HabitatNCC discusses the groundbreaking project, ENERGY STAR and DOE Zero Energy Ready Home-certified Bennett Point in DE

Listen at  ow.ly/h8KM50WCPuh

#HabitatForHumanity #RESNET #ZeroEnergyHome #EnergyStarHomes

Join RESNET® at the Sunbelt Builders Show in Texas! Visit booth 615 to see why 2 out of 3 new homes built last year earned a HERS Index Score! #RESNET #HERS #sunbelt2025 #WeBuildTexas #EverythingsBiggerinTX

resnetus's tweet image. Join RESNET® at the Sunbelt Builders Show in Texas! Visit booth 615 to see why 2 out of 3 new homes built last year earned a HERS Index Score! #RESNET #HERS #sunbelt2025 #WeBuildTexas #EverythingsBiggerinTX

Tune in for the annual HERS Trends Report! Hear from Ryan Meres on 2024's biggest HERS Score increases, and trends in foundations, air exchanges, and water efficiency. restalk.libsyn.com/ep142-home-eff… #RESTalk #TrendsinHERS #RESNET #BuildingScience #HomePerformance

resnetus's tweet image. Tune in for the annual HERS Trends Report! Hear from Ryan Meres on 2024&apos;s biggest HERS Score increases, and trends in foundations, air exchanges, and water efficiency. 

restalk.libsyn.com/ep142-home-eff… 

#RESTalk #TrendsinHERS #RESNET #BuildingScience #HomePerformance

🔥 Read our Paper 📚 #Building Ensemble of #Resnet for #Dolphin #Whistle Detection 🔗 mdpi.com/2076-3417/13/1… 👨‍🔬 by Prof. Loris Nanni et al. 🏫 @UniPD_Research / @MissouriState #CNN

Applsci's tweet image. 🔥 Read our Paper 
📚 #Building Ensemble of #Resnet for #Dolphin #Whistle Detection
🔗 mdpi.com/2076-3417/13/1…
👨‍🔬 by Prof. Loris Nanni et al.
🏫 @UniPD_Research / @MissouriState
#CNN

Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning openreview.net/forum?id=XX9Jd… #sparse #imagenet #resnet


#CLIP #ResNet RN50x4 #deepdream @ penultimate layer ooooooo horrifying pug'o'pizzapeople python programmer's despair #AI #AIart #neuron #dreams #polysemantic #multimodal

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream @ penultimate layer

ooooooo horrifying pug&apos;o&apos;pizzapeople python programmer&apos;s despair

#AI #AIart #neuron #dreams #polysemantic #multimodal

Getting a shape mismatch error when using resnet18 with Fashion MNIST? ResNet expects 3-channel (RGB) images, but FMNIST is grayscale (1-channel). #computervision #resnet

AbdulMathin07's tweet image. Getting a shape mismatch error when using resnet18 with Fashion MNIST? ResNet expects 3-channel (RGB) images, but FMNIST is grayscale (1-channel).
#computervision #resnet

Big #ResNet #CLIP model after #CLIPSurgery, opinion: 🤖: dumb horny dementidata 🤖: ❤️ isnt bananregulatory boring 🤖: banandeeplearning jailbreak ????????? 🤔🤔🤔 🤣 #AI #hilarious #vision #transformer #lol #meme #emoji #prediction

zer0int1's tweet image. Big #ResNet #CLIP model after #CLIPSurgery, opinion:

🤖: dumb horny dementidata
🤖: ❤️ isnt bananregulatory boring
🤖: banandeeplearning jailbreak ????????? 🤔🤔🤔

🤣
#AI #hilarious #vision #transformer #lol #meme #emoji #prediction

distorSurreal horrifying zoKaleidoPhobia demonic PsychedPsychOPaware psychedUFO #CLIP #ViT reproducing a #ResNet neuron in its neural net #AIart #gradientascent #modelinversion

zer0int1's tweet image. distorSurreal horrifying zoKaleidoPhobia demonic PsychedPsychOPaware psychedUFO

#CLIP #ViT reproducing a #ResNet neuron in its neural net #AIart #gradientascent #modelinversion

#CLIP #ResNet RN50x4 #deepdream Layer1 Layer 1 maximum dog feature abstraction #AI #AIart #neuron #dreams

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream Layer1

Layer 1 maximum dog feature abstraction

#AI #AIart #neuron #dreams
zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream Layer1

Layer 1 maximum dog feature abstraction

#AI #AIart #neuron #dreams

In San Diego for RESNET? Visit us at Table 14 to learn about our high performance spray foam insulation solutions and how they enhance the building envelope. #HuntsmanBuildingSolutions #Huntsman #RESNET #RESNET2023

huntsman_build's tweet image. In San Diego for RESNET? Visit us at Table 14 to learn about our high performance spray foam insulation solutions and how they enhance the building envelope. #HuntsmanBuildingSolutions #Huntsman #RESNET #RESNET2023

There are so many ways to find ResNET on campus, here are just a few! Come find us for your tech support questions and needs! #ResNET #TechSupport #ReachOut #unc #chapelhill

UNCResNET's tweet image. There are so many ways to find ResNET on campus, here are just a few! Come find us for your tech support questions and needs! #ResNET #TechSupport #ReachOut #unc #chapelhill

Not sure if an autoencoder's loss is a valid measure of 'crappiness of text encoder' (especially re: dims!) as it tries to learn #CLIP ViT-L/14 text embeddings [40k labels] <-> #ResNet embeds --VS-- #T5 embeds, but - this is probably not good. 😂 Though it IS interesting! ☝️🤓

zer0int1's tweet image. Not sure if an autoencoder&apos;s loss is a valid measure of &apos;crappiness of text encoder&apos; (especially re: dims!) as it tries to learn #CLIP ViT-L/14 text embeddings [40k labels] &amp;lt;-&amp;gt; #ResNet embeds --VS-- #T5 embeds, but - this is probably not good. 😂

Though it IS interesting! ☝️🤓

#CLIP #ResNet RN50x4 #deepdream Gradient got hijacked by burnt-in text: ARF AFF WOOOOF WWWW OOOO. 🤣 Layer2+Layer3 combo effort. Probably needs normalization. #AI #AIart #neuron #dreams

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream

Gradient got hijacked by burnt-in text:
ARF AFF WOOOOF WWWW OOOO. 🤣

Layer2+Layer3 combo effort. Probably needs normalization.
#AI #AIart #neuron #dreams

#CLIP #ResNet RN50x4 #deepdream Layer2 How does a CLIP see little dog faces in a dog? - As many many many faces. And as TEXT. Of course. 🙃 #AI #AIart #neuron #dreams #scribble #doodle

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream Layer2

How does a CLIP see little dog faces in a dog?
- As many many many faces. And as TEXT. Of course. 🙃

#AI #AIart #neuron #dreams #scribble #doodle

Oh so that's why this little #CLIP #ResNet #shoggoth #AI just won't get smaller and more efficient. It's just bumming around in a float32 because it has to.🤡 The CLIP #Vision #Transformer, on the other hand, just loves matmulling about an issue on the Tensor cores.🤖 Fun! 🤓

zer0int1's tweet image. Oh so that&apos;s why this little #CLIP #ResNet #shoggoth #AI just won&apos;t get smaller and more efficient. 

It&apos;s just bumming around in a float32 because it has to.🤡

The CLIP #Vision #Transformer, on the other hand, just loves matmulling about an issue on the Tensor cores.🤖

Fun! 🤓

We are thrilled to introduce a comprehensive 15-minute video that guides you through the ANSI ACCA RESNET ICC Standard 310, a must-know grading method for every HVAC system installation. Watch the video here: bit.ly/43uYs5B #ACCA #ANSI #RESNET #ICC#HVAC #HVACR

accausa's tweet image. We are thrilled to introduce a comprehensive 15-minute video that guides you through the ANSI ACCA RESNET ICC Standard 310, a must-know grading method for every HVAC system installation. Watch the video here: bit.ly/43uYs5B

#ACCA #ANSI #RESNET #ICC#HVAC #HVACR

A hybrid model using both ResNet and LSTM to improve accuracy in stock price predictions. #StockPriceForecasting #ResNet #LSTM

GoatstackAI's tweet image. A hybrid model using both ResNet and LSTM to improve accuracy in stock price predictions. #StockPriceForecasting #ResNet #LSTM

#CLIP #ResNet RN50x4 #deepdream @ penultimate layer My personal winner of category: "ubermultimodal madcap megacomposite" (within top_k=20 most-salient AI self-selected #image #abominations): #AI #AIart #neuron #dreams #polysemantic #multimodal

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream @ penultimate layer

My personal winner of category: &quot;ubermultimodal madcap megacomposite&quot; (within top_k=20 most-salient AI self-selected #image #abominations):

#AI #AIart #neuron #dreams #polysemantic #multimodal

We'll be hosting the North Tech fair in the McClinton Breezeway on Tuesday 10/10/2023 5:45-7:15pm! Stop by to learn about ResNET, get your devices cleaned, and play some games on our Oculus Rift 🤩 🤩 🤩 #technology #resnet #unc #tech

UNCResNET's tweet image. We&apos;ll be hosting the North Tech fair in the McClinton Breezeway on Tuesday 10/10/2023 5:45-7:15pm! 

Stop by to learn about ResNET, get your devices cleaned, and play some games on our Oculus Rift 🤩 🤩 🤩

#technology #resnet #unc #tech

#CLIP #ResNet RN50x4 #deepdream @ penultimate layer Faces. Knitting. Knitted pugfaces. The visually closest to the original I could find within AI's self-selected most salient top_k=20 (by activation value). #AI #AIart #neuron #polysemantic #multimodal #dreams

zer0int1's tweet image. #CLIP #ResNet RN50x4 #deepdream @ penultimate layer

Faces. Knitting. Knitted pugfaces.

The visually closest to the original I could find within AI&apos;s self-selected most salient top_k=20 (by activation value).

#AI #AIart #neuron #polysemantic #multimodal #dreams

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