"ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation. (arXiv:2106.05970v2 [cs.CL] UPDATED)" — An imagination-based automatic evaluation metric for natural language generation, which with the help of StableDiffusion, automatically generates an image as the embodied imagination for a text snippet and computes the imagination similarity using contextual embeddings.

Paper: http://arxiv.org/abs/2106.05970

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too 🙂>>
An evaluation example on GigaWo…

This picture was accidentally taken with my iPhone 13 Pro. Being out in the country I wanted to take advantage of the lesser light pollution and get a clear image of the stars—only to get photobombed by the Milky Way. #photography

"ShiftDDPMs: Exploring Conditional Diffusion Models by Shifting Diffusion Trajectories. (arXiv:2302.02373v1 [cs.CV])" — A novel and flexible conditional diffusion model by introducing conditions into the forward process. The process utilizes extra latent space to allocate an exclusive diffusion trajectory for each condition based on some shifting rules, which will disperse condition modeling to all timesteps and improve the learning capacity of model.

Paper: http://arxiv.org/abs/2302.02373

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too 🙂>>
Exploration of the mechanism of…

"ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. (arXiv:2302.02285v1 [cs.CV])" — A simple yet learning-free Retrieval-based Diffusion sampling framework capable of fast inference, which retrieves a trajectory similar to the partially generated trajectory from a precomputed knowledge base at an early stage of generation, skips a large portion of intermediate steps, and continues sampling from a later step in the retrieved trajectory.

Paper: http://arxiv.org/abs/2302.02285

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too 🙂>>
Diffusion Inference (upper) and…

"Design Booster: A Text-Guided Diffusion Model for Image Translation with Spatial Layout Preservation. (arXiv:2302.02284v1 [cs.CV])" — A new approach for flexible image translation by learning a layout-aware image condition together with a text condition, which co-encodes images and text into a new domain during the training phase.

Paper: http://arxiv.org/abs/2302.02284

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too 🙂>>
Style image translation and sem…

"Divide and Compose with Score Based Generative Models. (arXiv:2302.02272v1 [cs.CV])" — Learning image components in an unsupervised manner in order to compose those components to generate and manipulate images in an informed manner.

Paper: http://arxiv.org/abs/2302.02272
Code: https://github.com/sandeshgh/Score-based-disentanglement

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too 🙂>>
Using all score components resu…

Sometimes the light just has a vibe

#photography #winter

#introduction! I'm a pro #guitarist with the band Maggie Speaks. Freelance video editor (indie doc Cover 21: Ignite Chicago, on Amazon). Amateur #photographer.

Interests:
#guitar
#music
#musician
#audio
#recording
#MusicProduction
#photography
#VideoEditing
#tech
#ios
#apple
#privacy
#history
#micromobility
#infosec
#cybersec
#law
#AI
#robotics
#ukraine
#china
#aerospace
#biotech
#UnitedKingdom
#LatAm
#EU
#austria

Languages: #english #spanish #german #espanol #deutsch #francais #italiano

"Real-Time Image Demoireing on Mobile Devices. (arXiv:2302.02184v1 [cs.CV])" — A study on accelerating demoireing networks and a dynamic demoireing acceleration method (DDA) capable of real-time deployment on mobile devices.

Paper: http://arxiv.org/abs/2302.02184
Code: https://github.com/zyxxmu/DDA

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too 🙂>>
Images with moir ́e patterns. Th…

"DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection. (arXiv:2302.02005v1 [astro-ph.GA])" — A universal domain adaptation method to overcome the challenge of artificial intelligence methods extracting dataset-specific, non-robust features.

Paper: http://arxiv.org/abs/2302.02005

#AI #CV #NewPaper #DeepLearning #MachineLearning

<<Find this useful? Please boost so that others can benefit too 🙂>>
Example images from the source …

My walk along the sewage runoff “creek” had surprisingly good birds today. This guy hangs out there frequently so is quite used to walkers and is unbothered by lookyloos!
#birdwatching #birds #photography #nature #wildlife #birdphotography

I guess three wasn't enough.
https://patreon.com/lowqualityfacts

A total of 91 papers in the cs.CV category on arXiv.org today — 48 new, 43 updated.

So a balanced set of new and updated papers today? On to reading …

#AI #CV #NewPapers #DeepLearning #MachineLearning

NASA is hiring a Chief Data Officer. I'll bet a few of you know someone who absolutely needs to know about this opportunity: https://www.usajobs.gov/job/700799600

Hello all! #introduction
I'm a (soon to start)PhD student at the Leibniz Institute for Analytical Sciences - ISAS. I am passionate about applying #deeplearning 🤖 methods to #biology 🐞 , especially #bioimageanalysis. I mostly work in #python , though I'm trying to learn #julia.

I like sunshine 🌞 , nature ⛰️ , and adventures! Also, I'm a coffee addict, and it always never fails to lift my mood 😁

I'm looking forward to following people doing amazing #science 🔬 here at #qoto, and being part of this wholesome #community!

Who am I, and why am I here? #introduction

I am a machine learning researcher, using tools from #Bayes, #stats, #optimization, #informationgeometry, #deeplearning, signal processing, etc.

I care deeply about people, their well-being, inclusion, diversity, equity, privacy, and justice.

I believe in slow and rigorous scientific process, to add value to existing knowledge, and improve positive impact on society.

I am here to learn about all of these.

More about at https://emtiyaz.github.io/

A new post-doc/research scientist position is available in our group! Please help me spread the word.
https://www.riken.jp/en/careers/researchers/20230203_3/index.html

RT @Astronomiaum
Pensando muito nisso aqui 🤯

I bet sometimes lice go in wigs without realizing it's a wig and when they find out they feel so dumb.

I can't wait for the big game.
https://patreon.com/lowqualityfacts