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I'm a bit of an eclectic mess πŸ™‚ I've been a programmer, journalist, editor, TV producer, and a few other things.

I'm currently working on my second novel which is complete, but is in the edit stage. I wrote my first novel over 20 years ago but then didn't write much till now.

I post about #Coding, #Flutter, #Writing, #Movies and #TV. I'll also talk about #Technology, #Gadgets, #MachineLearning, #DeepLearning and a few other things as the fancy strikes ...

Lived in: πŸ‡±πŸ‡°πŸ‡ΈπŸ‡¦πŸ‡ΊπŸ‡ΈπŸ‡³πŸ‡ΏπŸ‡ΈπŸ‡¬πŸ‡²πŸ‡ΎπŸ‡¦πŸ‡ͺπŸ‡«πŸ‡·πŸ‡ͺπŸ‡ΈπŸ‡΅πŸ‡ΉπŸ‡ΆπŸ‡¦πŸ‡¨πŸ‡¦
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Glastomichelle@c.im

Glastomichelle

A gentle sun kissed sky this morning in Glastonbury. Have a good week everyone.

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MMAndersonArt@mastodon.art

MM Anderson Art 🎨

This soft pastel bird portrait is one of my more whimsical pieces from last year's portfolio. I call it 'Curious Ostrich' because I think it fits the expression on the bird's face.

See this artwork in my online gallery at https://mm-anderson.pixels.com/featured/curious-ostrich-mm-anderson.html or one of the other sites in my profile.

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smykla@masto.ai

Richard Smykla

Edited 2 years ago

Trees reflected in a pond in heavy fog, Wharton State Forest.

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linuxlucy@mastodon.org.uk

Lucy B

This is one of my favourite wildlife photos that I've taken so far. It's a young crow from spring 2021. The crow was quite content to sit on a branch and observe their surroundings while I photographed them.

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Triflingtree@home.social

π•Ώπ–—π–Žπ–‹π–‘π–Žπ–“π–Œπ•Ώπ–—π–Šπ–Šβ“

Interior Mars habitat designed by Gaudi
Midjourney 4 AI Art
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Triflingtree@home.social

π•Ώπ–—π–Žπ–‹π–‘π–Žπ–“π–Œπ•Ώπ–—π–Šπ–Šβ“

Mars habitat designed by Gaudi
Midjourney 4 AI Art

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Triflingtree@home.social

π•Ώπ–—π–Žπ–‹π–‘π–Žπ–“π–Œπ•Ώπ–—π–Šπ–Šβ“

Telephone designed by Pablo Picasso
Midjourney 4 AI Art
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Triflingtree@home.social

π•Ώπ–—π–Žπ–‹π–‘π–Žπ–“π–Œπ•Ώπ–—π–Šπ–Šβ“

Telephone designed by Leonardo Da Vinci
Midjourney 4 AI Art

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kennethtucker@mastodon.cloud

Kenneth Tucker

Edited 3 years ago
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Snowy egret

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Space@mstdn.social

κœ±α΄˜α΄€α΄„α΄‡β˜„οΈ

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Fahim Farook

Looks as if there were more interesting papers today to talk about πŸ™‚ A total of 17 papers posted out of a total of 89 new and updated papers in the cs.CV category today.

#AI #CV #NewPapers #DeepLearning #MachineLearning
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Fahim Farook

"DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models. (arXiv:2212.08861v2 [cs.CV] UPDATED)" β€” A guidance method for diffusion models that uses estimated depth information derived from the rich intermediate representations of diffusion models.

Paper: http://arxiv.org/abs/2212.08861

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too πŸ™‚>>
Qualitative comparisons of synt…
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Fahim Farook

"Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis. (arXiv:2212.05032v2 [cs.CV] UPDATED)" β€” Improving the compositional skills of text-to-image models; specifically, obtainining more accurate attribute binding and better image compositions by incorporating linguistic structures with the diffusion guidance process based on the controllable properties of manipulating cross-attention layers in diffusion-based models.

Paper: http://arxiv.org/abs/2212.05032
Code: https://github.com/weixi-feng/structured-diffusion-guidance

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too πŸ™‚>>
Three challenging phenomena in …
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Fahim Farook

"Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models. (arXiv:2211.17091v2 [cs.CV] UPDATED)" β€” A generative SDE with score adjustment using an auxiliary discriminator with the goal of improving the original generative process of a pre-trained diffusion model by estimating the gap between the pre-trained score estimation and the true data score.

Paper: http://arxiv.org/abs/2211.17091

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too πŸ™‚>>
Comparison of the denoising pro…
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Fahim Farook

"Learning on tree architectures outperforms a convolutional feedforward network. (arXiv:2211.11378v3 [cs.CV] UPDATED)" β€” A 3-layer tree architecture inspired by experimental-based dendritic tree adaptations is developed and applied to the offline and online learning of the CIFAR-10 database to show that this architecture outperforms the achievable success rates of the 5-layer convolutional LeNet.

Paper: http://arxiv.org/abs/2211.11378

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too πŸ™‚>>
Comparison of offline and onlin…
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Fahim Farook

"Continual Learning by Modeling Intra-Class Variation. (arXiv:2210.05398v2 [cs.LG] UPDATED)" β€” An examination of memory-based continual learning which identifies that large variation in the representation space is crucial for avoiding catastrophic forgetting.

Paper: http://arxiv.org/abs/2210.05398
Code: https://github.com/yulonghui/moca

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Average intra-class angle devia…
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Fahim Farook

"Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) Convolutions. (arXiv:2209.13603v3 [cs.CV] UPDATED)" β€” A hybrid discrete-continuous (DISCO) group convolution for spherical convolutional neural networks (CNN) that is simultaneously equivariant and computationally scalable to high-resolution.

Paper: http://arxiv.org/abs/2209.13603

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Spherical CNN categorization
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Fahim Farook

"Multi-Level Visual Similarity Based Personalized Tourist Attraction Recommendation Using Geo-Tagged Photos. (arXiv:2109.08275v2 [cs.MM] UPDATED)" β€” A geo-tagged photo based tourist attraction recommendation system which utilizes the visual contents of photos and interaction behavior data to obtain the final embeddings of users and tourist attractions, which are then used to predict the visit probabilities.

Paper: http://arxiv.org/abs/2109.08275
Code: https://github.com/revaludo/MEAL

#AI #CV #NewPaper #DeepLearning #MachineLearning

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An illustration of the multi-le…
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Fahim Farook

"BiAdam: Fast Adaptive Bilevel Optimization Methods. (arXiv:2106.11396v3 [math.OC] UPDATED)" β€” A novel fast adaptive bilevel framework to solve stochastic bilevel optimization problems that the outer problem is possibly nonconvex and the inner problem is strongly convex.

Paper: http://arxiv.org/abs/2106.11396

#AI #CV #NewPaper #DeepLearning #MachineLearning

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The basic idea of the convergen…
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Fahim Farook

"Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features. (arXiv:2104.02922v2 [cs.LG] UPDATED)" β€” An effort to understanding which of the internal features computed by the neural net are responsible for a particular class, by mimicking part of the neural net with an oblique decision tree having sparse weight vectors at the decision nodes.

Paper: http://arxiv.org/abs/2104.02922

#AI #CV #NewPaper #DeepLearning #MachineLearning

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Mimicking part of a neural net …
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