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fal.ai Blog | Generative AI Model Releases & Tutorials
Latest generative AI model releases and tutorials. FLUX updates, video AI breakthroughs, developer guides, and industry insights from fal.ai.
fal aigenerative modelblogreleasestutorials
https://deepai.org/publication/rewriting-a-deep-generative-model
Rewriting a Deep Generative Model | DeepAI
Jul 30, 2020 - 07/30/20 - A deep generative model such as a GAN learns to model a rich set of semantic and physical rules about the target distribution, but...
a deepgenerative modelrewritingdeepai
https://www.ans.org/news/2026-04-20/article-7948/generative-model-explores-tungsten-microstructure-under-fusion-conditions/
Generative model explores tungsten microstructure under fusion conditions -- ANS / Nuclear Newswire
generative modelfusion conditionsexplorestungstenmicrostructure
https://openreview.net/forum?id=r1x4BnCqKX
A Generative Model For Electron Paths | OpenReview
A generative model for reaction prediction that learns the mechanistic electron steps of a reaction directly from raw reaction data.
generative modelelectronpathsopenreview
https://www.mdpi.com/1424-8220/22/20/7903
A Two-Stage Deep Generative Model for Masked Face Synthesis
Research on face recognition with masked faces has been increasingly important due to the prolonged COVID-19 pandemic. To make face recognition practical and...
a twogenerative modelmasked facestagedeep
https://deepai.org/publication/wavenet-a-generative-model-for-raw-audio
WaveNet: A Generative Model for Raw Audio | DeepAI
Sep 12, 2016 - 09/12/16 - This paper introduces WaveNet, a deep neural network for generating raw audio waveforms. The model is fully probabilistic and auto...
generative modelraw audiowavenetdeepai
https://www.kandinskyai.com/
Kandinsky AI: Video & Image Generative AI Model Family
Kandinsky AI is a text-to-video and text-to-image AI model family for fast, high-capacity video and high-resolution image generation for creative content.
ai videogenerative modelkandinskyimagefamily
https://deepai.org/publication/virtual-human-generative-model-masked-modeling-approach-for-learning-human-characteristics
Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics | DeepAI
Jun 19, 2023 - 06/19/23 - Identifying the relationship between healthcare attributes, lifestyles, and personality is vital for understanding and improving p...
virtual humangenerative modelfor learningmasked
https://deepai.org/publication/a-deep-generative-model-for-semi-supervised-classification-with-noisy-labels
A Deep Generative Model for Semi-Supervised Classification with Noisy Labels | DeepAI
Sep 16, 2018 - 09/16/18 - Class labels are often imperfectly observed, due to mistakes and to genuine ambiguity among classes. We propose a new semi-supervi...
a deepgenerative model
https://docs.google.com/document/d/1D81e5yg6o3aDFmaBAbQ_KPm4XDNhREAtWfAUhEU1dFE/edit
Deep Generative Model Reading Group - Google Docs
Deep Generative Models Reading List Meeting time: Mondays 5:00 - 6:30 pm Pacific Time (PT) (starting Sep. 20, 2021) Relevant Courses:...
generative modelreading groupdeepgoogledocs
https://openreview.net/forum?id=mU6C04mAJk&referrer=%5Bthe%20profile%20of%20Zhihua%20Wei%5D(%2Fprofile%3Fid%3D~Zhihua_Wei1)
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer | OpenReview
Recent large-scale Visual-Language Generative Models (VLGMs) have achieved unprecedented improvement in multimodal image/text generation. However, these models...
visual languagegenerative model
https://arxiv.org/abs/2509.03910
[2509.03910] An invertible generative model for forward and inverse problems
Abstract page for arXiv paper 2509.03910: An invertible generative model for forward and inverse problems
generative model250903910invertible
https://openreview.net/forum?id=d2EouMhAAq
TreeGen: A Bayesian Generative Model for Hierarchies | OpenReview
In this work, we introduce TreeGen, a novel generative framework modeling distributions over hierarchies. We extend Bayesian Flow Networks (BFNs) to enable...
generative modelbayesianhierarchiesopenreview
https://arxiv.org/html/2604.10171v1
PoreDiT: A Scalable Generative Model for Large-Scale Digital Rock Reconstruction
generative modellarge scaledigital rockscalable
https://deepai.org/publication/a-deep-generative-model-of-neonatal-cortical-surface-development
A Deep Generative Model of Neonatal Cortical Surface Development | DeepAI
Jun 15, 2022 - 06/15/22 - The neonatal cortical surface is known to be affected by preterm birth, and the subsequent changes to cortical organisation have b...
a deepgenerative modelsurface developmentneonatalcortical
https://openreview.net/forum?id=VBbxHvbJd94
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries |...
Virtual, make-on-demand chemical libraries have transformed early-stage drug discovery by unlocking vast, synthetically accessible regions of chemical space....
generative model
https://deepai.org/publication/few-shot-generative-model-adaption-via-relaxed-spatial-structural-alignment
Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment | DeepAI
Mar 6, 2022 - 03/06/22 - Training a generative adversarial network (GAN) with limited data has been a challenging task. A feasible solution is to start wit...
few shotgenerative modelstructural alignmentadaption
https://deepai.org/publication/tripletgan-training-generative-model-with-triplet-loss
TripletGAN: Training Generative Model with Triplet Loss | DeepAI
Nov 14, 2017 - 11/14/17 - As an effective way of metric learning, triplet loss has been widely used in many deep learning tasks, including face recognition ...
generative modeltriplet losstrainingdeepai
https://openreview.net/forum?id=VqFHhTYonI
Quantifying Generative Model Uncertainty in Posterior Sampling Methods for Computational Imaging |...
The idea of using generative models to perform posterior sampling for imaging inverse problems has elicited attention from the computational imaging community....
generative modelsampling methodsuncertainty
https://www.oulu.fi/en/education-search/visual-generative-model-and-its-applications
Visual Generative Model and Its Applications | University of Oulu
This class will provide a comprehensive overview of visual generative models, covering foundational concepts and their practical applications across diverse...
generative modeluniversity ofvisualapplicationsoulu
https://github.com/microsoft/mattergen
GitHub - microsoft/mattergen: Official implementation of MatterGen -- a generative model for...
Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the...
generative modelgithubmicrosoftofficialimplementation
https://openreview.net/forum?id=RtP3ugDGRU&referrer=%5Bthe%20profile%20of%20Wonjoon%20Jin%5D(%2Fprofile%3Fid%3D~Wonjoon_Jin1)
3D-Aware Generative Model for Improved Side-View Image Synthesis | OpenReview
While recent 3D-aware generative models have shown photo-realistic image synthesis with multi-view consistency, the synthesized image quality degrades...
generative modelside viewimage synthesis3daware
https://openreview.net/forum?id=aFP24eYpWh
A Generative Model of Symmetry Transformations | OpenReview
Correctly capturing the symmetry transformations of data can lead to efficient models with strong generalization capabilities, though methods incorporating...
generative modelsymmetry transformationsopenreview
https://openreview.net/forum?id=W7MXaknXfEr&referrer=%5Bthe%20profile%20of%20Heiko%20Strathmann%5D(%2Fprofile%3Fid%3D~Heiko_Strathmann1)
NeRF-VAE: A Geometry Aware 3D Scene Generative Model | OpenReview
We propose NeRF-VAE, a 3D scene generative model that incorporates geometric structure via Neural Radiance Fields (NeRF) and differentiable volume rendering....
3d scenegenerative modelnerfvaegeometry
https://elifesciences.org/reviewed-preprints/97107
A dynamic generative model can extract interpretable oscillatory components from multichannel...
generative modeldynamic
https://pmc.ncbi.nlm.nih.gov/articles/PMC8146476/
Scaffold-based molecular design with a graph generative model - PMC
Searching for new molecules in areas like drug discovery often starts from the core structures of known molecules. Such a method has called for a strategy of...
with agenerative modelscaffoldbasedmolecular
https://deepai.org/publication/generative-model-for-heterogeneous-inference
Generative Model for Heterogeneous Inference | DeepAI
Apr 26, 2018 - 04/26/18 - Generative models (GMs) such as Generative Adversary Network (GAN) and Variational Auto-Encoder (VAE) have thrived these years and...
generative modelheterogeneousinferencedeepai
https://openreview.net/forum?id=BMiHsF6YOd&referrer=%5Bthe%20profile%20of%20Hunter%20Elliott%5D(%2Fprofile%3Fid%3D~Hunter_Elliott1)
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences |...
To build effective therapeutics, biologists iteratively mutate antibody sequences to improve binding and stability. Proposed mutations can be informed by...
bayesian optimizationgenerative modelantibodiesinformed
https://deepai.org/publication/lic-gan-language-information-conditioned-graph-generative-gan-model
LIC-GAN: Language Information Conditioned Graph Generative GAN Model | DeepAI
Jun 2, 2023 - 06/02/23 - Deep generative models for Natural Language data offer a new angle on the problem of graph synthesis: by optimizing differentiable...
gan languagegenerative modellicinformationconditioned
https://deepai.org/publication/learning-a-generative-model-of-cancer-metastasis
Learning a Generative Model of Cancer Metastasis | DeepAI
Jan 17, 2019 - 01/17/19 - We introduce a Unified Disentanglement Network (UFDN) trained on The Cancer Genome Atlas (TCGA). We demonstrate that the UFDN lear...
generative modelcancer metastasislearningdeepai
https://openreview.net/forum?id=QO2f1XqgiR
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft | OpenReview
Constructing AI models that respond to text instructions is challenging, especially for sequential decision-making tasks. This work introduces an...
steve 1generative model
https://pmc.ncbi.nlm.nih.gov/articles/PMC10963272/
A generative model of memory construction and consolidation - PMC
Episodic memories are (re)constructed, share neural substrates with imagination, combine unique features with schema-based predictions and show schema-based...
generative modelmemoryconstructionconsolidationpmc
https://arxiv.org/abs/1906.08972
[1906.08972] A Deep Generative Model for Code-Switched Text
Abstract page for arXiv paper 1906.08972: A Deep Generative Model for Code-Switched Text
a deepgenerative model190608972code
https://deepai.org/publication/a-generative-model-for-natural-sounds-based-on-latent-force-modelling
A Generative Model for Natural Sounds Based on Latent Force Modelling | DeepAI
Feb 2, 2018 - 02/02/18 - Recent advances in analysis of subband amplitude envelopes of natural sounds have resulted in convincing synthesis, showing subban...
generative modelnatural sounds
https://jmlr.org/papers/v21/19-671.html
NEVAE: A Deep Generative Model for Molecular Graphs
a deepgenerative modelmoleculargraphs
https://openreview.net/forum?id=SRGbCECsO-c&referrer=%5Bthe%20profile%20of%20Bidisha%20Samanta%5D(%2Fprofile%3Fid%3D~Bidisha_Samanta2)
NEVAE: A Deep Generative Model for Molecular Graphs | OpenReview
Deep generative models have been praised for their ability to learn smooth latent representations of images, text, and audio, which can then be used to...
a deepgenerative modelmoleculargraphsopenreview
https://deepai.org/publication/tzk-flow-based-conditional-generative-model
TzK: Flow-Based Conditional Generative Model | DeepAI
Feb 5, 2019 - 02/05/19 - We formulate a new class of conditional generative models based on probability flows. Trained with maximum likelihood, it provides...
generative modeltzkflowbasedconditional
https://deepai.org/publication/disentangled3d-learning-a-3d-generative-model-with-disentangled-geometry-and-appearance-from-monocular-images
Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from...
Mar 29, 2022 - 03/29/22 - Learning 3D generative models from a dataset of monocular images enables self-supervised 3D reasoning and controllable synthesis. ...
a 3dgenerative model
https://openreview.net/forum?id=GRBbtkW3Lp
EdiBERT: a generative model for image editing | OpenReview
Advances in computer vision are pushing the limits of image manipulation, with generative models sampling highly-realistic detailed images on various tasks....
generative modelimage editingopenreview
https://openreview.net/forum?id=mVTyeQIiE4
Hierarchical Gaussian Mixture based Task Generative Model for Robust Meta-Learning | OpenReview
Meta-learning enables quick adaptation of machine learning models to new tasks with limited data. While tasks could come from varying distributions in reality,...
generative model
https://openreview.net/forum?id=O1B95aIlFn&referrer=%5Bthe%20profile%20of%20Nate%20Gillman%5D(%2Fprofile%3Fid%3D~Nate_Gillman1)
Self-Correcting Self-Consuming Loops For Generative Model Training | OpenReview
As synthetic data becomes higher quality and proliferates on the internet, machine learning models are increasingly trained on a mix of human- and...
generative modelselfcorrectingconsumingloops
https://wandb.ai/authors/rewrite-gan/reports/Rewriting-a-Deep-Generative-Model-An-Overview--VmlldzoyMzgyNTU
Rewriting a Deep Generative Model: An Overview
Nov 22, 2022 - In this article, we will explore the work presented in the paper "Rewriting a Deep Generative Model" by Bau et al. It shows a new way of looking at deep neural...
a deepgenerative modelrewritingoverview
https://wandb.ai/onlineinference/ml-news/reports/InCoder-A-Generative-Model-for-Code-Infilling-and-Synthesis--VmlldzoxODQyOTI3
InCoder: A Generative Model for Code Infilling and Synthesis
Apr 15, 2022 - On April 12, 2022 the paper, "InCoder: A Generative Model for Code Infilling and Synthesis" was submitted, complete with model, demo and examples.
generative modelincodersynthesis
https://ltx.io/model
Multimodal Model For Generative Creation | LTX Model
LTX Model is an AI multimodal generation model built for real workflows, enabling reliable, flexible, production-grade AI creation at scale.
multimodal modelgenerativecreationltx
https://aclanthology.org/D11-1048/
A generative model for unsupervised discovery of relations and argument classes from clinical texts...
Bryan Rink, Sanda Harabagiu. Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing. 2011.
https://openreview.net/forum?id=K7h0lET_7P
Towards Personalized AI: Engineering Model Responses for Customized User Interactions in Generative...
Recent advancements in generative AI models, particularly the emergence of ChatGPT, have significantly increased interest in generative AI. However, the...
personalized ai
https://www.trtworld.com/article/12797496
Alibaba unveils its generative AI model, to roll out in all apps - TRT World
The unveiling was swiftly followed by the Chinese government's publication of draft rules outlining how generative AI services should be managed.
https://www.vecteezy.com/png/24585229-stylish-model-in-a-vibrant-pink-dress-generative-with-ai
Stylish Model in a Vibrant Pink Dress generative with AI 24585229 PNG
Download the Stylish Model in a Vibrant Pink Dress generative with AI 24585229 royalty free PNG from Vecteezy for your project and explore over a million other...
in avibrant pink
https://www.techtimes.com/articles/296928/20230928/mit-merges-physics-ai-image-generation-poisson-flow-generative-model.htm
MIT Merges Physics and AI for Image Generation With Poisson Flow Generative Model++
Sep 28, 2023 - MIT researchers have unveiled an innovative AI model that merges principles of diffusion and Poisson Flow.
https://www.deloitte.com/ch/en/Industries/financial-services/perspectives/finance-operating-model-in-insurance-and-impacts-of-ai-and-generative-ai.html
Finance operating model in insurance and impacts of AI and Generative AI | Deloitte Global
Shift of focus towards more strategic goals
operating model
https://www.shaip.com/
End-to-End AI Data and Generative AI Platforms for AI/ML Model Training - Shaip
Jul 7, 2026 - Shaip's AI Data and Generative AI Platform delivers powerful solutions for your AI projects, from traditional machine learning to advanced generative AI, all...
ai data
https://aclanthology.org/2020.findings-emnlp.376/
Multichannel Generative Language Model: Learning All Possible Factorizations Within and Across...
Harris Chan, Jamie Kiros, William Chan. Findings of the Association for Computational Linguistics: EMNLP 2020. 2020.
language modelmultichannelgenerativelearning
https://arxiv.org/abs/2604.10171
[2604.10171] PoreDiT: A Scalable Generative Model for Large-Scale Digital Rock Reconstruction
Abstract page for arXiv paper 2604.10171: PoreDiT: A Scalable Generative Model for Large-Scale Digital Rock Reconstruction
https://izea.com/press-releases/izea-introduces-astra-generative-image-model-in-formai/
IZEA Introduces Astra Generative Image Model in FormAI - IZEA Worldwide, Inc
May 2, 2024 - IZEA launched Astra, the latest generative image model available in FormAI, its suite of artificial intelligence tools built specifically for influencer...
generative imageizeaintroducesastramodel
https://openreview.net/forum?id=J2YvvXDp7H
Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model |...
reinforcement learning