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Statistical model used in machine learning
A flow-based generative model is a generative model used in machine learning that explicitly models a probability distribution by leveraging normalizing
Flow-based_generative_model
Model for generating observable data in probability and statistics
Generative models are a class of computational models frequently used for classification. In machine learning, it typically models the joint distribution
Generative_model
Technique for the generative modeling of a continuous probability distribution
diffusion models, also known as diffusion-based generative models or score-based generative models, are a class of latent variable generative models. A diffusion
Diffusion_model
AI that generates content
Generative artificial intelligence (GenAI) is a subfield of artificial intelligence (AI) that uses generative models to generate text, images, videos,
Generative_AI
Deep learning method
alternatives such as flow-based generative model. Compared to fully visible belief networks such as WaveNet and PixelRNN and autoregressive models in general,
Generative adversarial network
Generative_adversarial_network
Approach in generative models
datasets with a similar distribution. Energy-based generative neural networks is a class of generative models, which aim to learn explicit probability distributions
Energy-based_model
Machine learning model
A text-to-video model is a form of generative artificial intelligence that uses a natural language description as input to produce a video relevant to
Text-to-video_model
Machine learning model
language or vision–language model to convert the input prompt into a text embedding, and a diffusion-based generative image model that produces images conditioned
Text-to-image_model
Image-generating machine learning model
series of text-to-image models. The models are based on rectified flow transformer blocks scaled to 12 billion parameters. Flux.1 models were released under
Flux_(text-to-image_model)
Art created by a set of rules, often using computers
Generative art is post-conceptual art that has been created (in whole or in part) with the use of an autonomous system. An autonomous system in this context
Generative_art
Image-generating machine learning model
Diffusion is a deep learning, text-to-image model released in 2022 based on diffusion techniques. The generative artificial intelligence technology is the
Stable_Diffusion
Overview of and topical guide to deep learning
Transformer BERT Generative pre-trained transformer Vision transformer Autoregressive model Diffusion model Energy-based model Generative adversarial network
Outline_of_deep_learning
Open-source workflow engine
large language models (LLMs) and Retrieval-Augmented Generation (RAG) for information retrieval within workflows. Generative modeling: Provides functionality
Flowable
Iterative design process
Generative design is an iterative design process that uses software to generate outputs that fulfill a set of constraints iteratively adjusted by a designer
Generative_design
Image-generating machine learning model
text-to-image generative AI models, Imagen has difficulty rendering human fingers, text, ambigrams and other forms of typography. The model can generate
Imagen_(text-to-image_model)
Video-generating machine learning model
is a text-to-video model developed by Google DeepMind and announced in May 2024. As a generative AI model, it creates videos based on user prompts. Veo
Veo_(text-to-video_model)
Linear approximation of smooth maps on tangent spaces
not the same set of matrices. Pullback (differential geometry) Flow-based generative model Lee, John M. (2003). Introduction to Smooth Manifolds. Springer
Pushforward_(differential)
Statistical techniques analyzing facts to make predictions about unknown events
field has evolved significantly with the integration of generative AI and large language models (LLMs), moving from purely numerical forecasting to "Predictive
Predictive_analytics
Type of computational models
An agent-based model (ABM) is a computational model for simulating the actions and interactions of an autonomous agent (both individual or collective entities
Agent-based_model
Continuous deformation between two continuous functions
theory is used to develop deep learning-based generative models like diffusion models and flow-based generative models. Perturbing the complex non-Gaussian
Homotopy
Canadian artificial intelligence company
with SAP to integrate its AI models into SAP's Business Suite and make them available through SAP AI Core's generative AI hub. In November 2025, Cohere's
Cohere
American company
Web Services (2023-02-21). "AWS and Hugging Face collaborate to make generative AI more accessible and cost efficient". AWS Machine Learning Blog (Blog)
Hugging_Face
Machine learning software library
analysis to generative AI. Intellisemantic Editions. ISBN 9788894787603. "Introduction to gradients and automatic differentiation". TensorFlow. Archived
TensorFlow
Overviews. Practitioners describe this work using overlapping terms such as generative engine optimization (GEO), answer engine optimization (AEO), and artificial
Online_public_relations
Artificial intelligence company
Runham, Sami Ede, and Ethan Smith. Leonardo.Ai develops and maintains generative AI models and tools designed for creative workflows. In October 2023, the company
Leonardo.ai
Type of information retrieval using LLMs
with the updated information" ("augmentation"). IBM states that "in the generative phase, the LLM draws from the augmented prompt and its internal representation
Retrieval-augmented generation
Retrieval-augmented_generation
Method of speech synthesis that uses deep neural networks
Synthesis". arXiv:1711.10433 [cs.CL]. Prenger, Ryan (2018). "WaveGlow: A Flow-based Generative Network for Speech Synthesis". arXiv:1811.00002 [cs.SD]. Yamamoto
Deep learning speech synthesis
Deep_learning_speech_synthesis
Branch of machine learning
then-state-of-the-art Gaussian mixture model (GMM)/Hidden Markov Model (HMM) and also than more-advanced generative model-based systems. The nature of the recognition
Deep_learning
2017 research paper by Google
many generative models that contribute to the ongoing AI boom. The "reference implementation" of the original Transformer was written in a TensorFlow library
Attention_Is_All_You_Need
Hypothesis in neuroscience
approximate Bayesian inference to infer the causes of sensory data from a 'generative' model of how that data is caused and then uses these inferences to guide
Free_energy_principle
Software development company
editing mobile apps and generative AI software, known particularly for its selfie-editing app, Facetune and Generative AI model LTX. Headquartered in Jerusalem
Lightricks
Large multimodal model from OpenAI
GPT-4o ("o" for "omni") is a multilingual, multimodal generative pre-trained transformer developed by OpenAI and released in May 2024. It can process and
GPT-4o
Large language model developed by Google
PaLM (Pathways Language Model) is a 540 billion-parameter dense decoder-only transformer-based large language model (LLM) developed by Google AI. Researchers
PaLM
Open source generative artificial intelligence UI
node-based program that allows users to generate images from a series of text prompts. It uses free diffusion models such as Stable Diffusion as the base model
ComfyUI
Algorithm for modelling sequential data
many generative models that contribute to the ongoing AI boom. The "reference implementation" of the original Transformer was written in a TensorFlow library
Transformer_(deep_learning)
mainly these types of designs for generative art: autoregressive models, diffusion models, GANs, normalizing flows. In 2014, Ian Goodfellow and colleagues
AI_art
Metric used to assess image quality
the quality of images created by a generative model, like a generative adversarial network (GAN) or a diffusion model. The FID compares the distribution
Fréchet_inception_distance
Use of artificial intelligence in the automation of electronic design
In EDA, generative AI is being used in many ways, especially through Large Language Models (LLMs) and other architectures like Generative Adversarial
AI-driven_design_automation
Type of attack in machine learning
hygiene is a key defense against prompt injection in generative AI systems, ensuring that AI models access only well-regulated data. A November 2024 report
Prompt_injection
Intelligence of machines
testing, such as ImageNet. Generative pre-trained transformers (GPT) are large language models (LLMs) that generate text based on the semantic relationships
Artificial_intelligence
German artificial intelligence company
developed its own AI language model, Luminous, based on its own research and codebase with the architecture of generative pre-trained transformers (GPT)
Aleph_Alpha
Open source AI framework by Google
intelligence and machine learning solutions. These solutions range from generative artificial intelligence, real-time computer vision, natural language processing
MediaPipe
Google large language models family
Bard, Pichai also unveiled the company's Generative Language API, an application programming interface also based on LaMDA, which he announced would be opened
LaMDA
Megatron-Turing NLG 530B, the World's Largest and Most Powerful Generative Language Model". Microsoft Research. Archived from the original on 13 March 2023
List_of_large_language_models
Large language model developed by Google
Gemini is a family of multimodal large language models (LLMs) developed by Google DeepMind, and the successor to LaMDA and PaLM 2. Comprising Gemini Pro
Gemini_(language_model)
Subset of artificial intelligence
image compression include OpenCV, TensorFlow, MATLAB's Image Processing Toolbox (IPT) and High-Fidelity Generative Image Compression. In unsupervised machine
Machine_learning
needed] Generative adversarial networks (GANs) as introduced by Ian Goodfellow et al. in 2014 became state of the art in generative modelling during 2014-2018
History of artificial neural networks
History_of_artificial_neural_networks
Research institute located in Sofia, Bulgaria
Zurich and LatticeFlow AI, released COMPL-AI, the first open-source, compliance-centered evaluation framework for Generative AI models aligned with the
Institute for Computer Science, Artificial Intelligence and Technology
Institute_for_Computer_Science,_Artificial_Intelligence_and_Technology
Informative representation of an entity
Large language models are artificial neural networks used for generative artificial intelligence (AI), e.g. ChatGPT Mathematical model, a description
Model
Network whose degree distribution follows a power law
law but resembled a normal distribution. Based on these observations, the authors proposed a generative model that mixes preferential attachment with a
Scale-free_network
Programming language written graphically by a user
visually developing games Dynamo, a generative modeling interface for Autodesk Revit Filter Forge, a node based filter generation for image processing
Visual_programming_language
Protocol for communicating between LLMs and applications
The Model Context Protocol (MCP) is an open standard and open-source framework introduced by Anthropic in November 2024 to standardize the way artificial
Model_Context_Protocol
U.S. research institute for computer science
fully open model to outperform GPT 3.5 and GPT 4o mini | Ai2". allenai.org. Retrieved 2025-08-26. "Olmo 3: Charting a path through the model flow to lead
Allen_Institute_for_AI
Interactive world generators
April 15, 2026. Sprigg, Sam (February 12, 2026). "Waymo Launches Generative 3D World Model to Train Self-Driving Cars". Auganix. Archived from the original
Genie_(world_model)
Software agent which acts autonomously
as agents optimizing a "goal function" based on how closely the agent mimics the desired behavior. In generative adversarial networks (GANs) of the 2010s
Intelligent_agent
Chatbot developed by Google
is a generative artificial intelligence chatbot and virtual assistant developed by Google. It is powered by the family of large language models (LLMs)
Google_Gemini
Autonomous artificial intelligence agent
In the context of generative artificial intelligence, AI agents (also referred to as compound AI systems or agentic AI) are a class of intelligent agents
AI_agent
Family of large language models by Google
Gemma is a series of source-available large language models developed by Google DeepMind. It is based on similar technologies as Gemini. The first version
Gemma_(language_model)
Exactly solvable model of coupled oscillators
S, Daffertshofer A (2010). "Generative models of cortical oscillations: Neurobiological implications of the Kuramoto model". Front Hum Neurosci. 4 (190):
Kuramoto_model
Research field that lies at the intersection of machine learning and computer security
"A Black-Box Attack Method against Machine-Learning-Based Anomaly Network Flow Detection Models". Security and Communication Networks. 2021. e5578335
Adversarial_machine_learning
Computational model used in machine learning
classification applications. Generative adversarial networks (GANs) (Ian Goodfellow et al., 2014) became state of the art in generative modeling from 2014–2018. GAN
Neural network (machine learning)
Neural_network_(machine_learning)
Engineering design method
Lemieszek; Ribas, Rovadávia Aline de Jesus (2021-08-02). "Generative design: information flow between genetic algorithm and parametric design in a steel
Parametric_design
Toolkit for deploying inference neural network model on Intel hardware
deep learning models. It supports several popular model formats and categories, such as large language models, computer vision, and generative AI. OpenVINO
OpenVINO
Financial advisory software
digital-advice firms and wealth managers began adding generative artificial intelligence and large language model interfaces to automated investment-advice services
Robo-advisor
Online marketplace for vacation rentals
HomeToGo launched its AI-powered travel planner, AI Mode, which uses generative AI to offer personalized vacation rental recommendations. Following the
HomeToGo
Class of computational model
Michael, Navon. (2020). Data-driven modelling of nonlinear spatio-temporal fluid flows using a deep convolutional generative adversarial network. Computer Methods
Data-driven_model
Overview of and topical guide to machine learning
factor Semi-supervised learning Active learning Generative models Low-density separation Graph-based methods Co-training Transduction Deep learning Deep
Outline_of_machine_learning
Framework of processes with focus on users, uses, and tasks
contextual inquiry, prototype testing, usability testing and other methods. Generative methods may also be used including: card sorting, affinity diagramming
User-centered_design
task can be achieved by far less data by fine-tuning a generative video diffusion model. That model has already learned the distribution of video content
Video_matting
Diffusion model over latent embedding space
Model (DDPM), which improves upon the previous method by variational inference. The paper was accompanied by a software package written in TensorFlow
Latent_diffusion_model
Concept in network science
The stochastic block model is a generative model for random graphs. This model tends to produce graphs containing communities, subsets of nodes characterized
Stochastic_block_model
Statistical formula
well-defined. This property can be used to circumvent the use of flow-based generative models, for example, which impose diffeomorphism constraints in order
Stein_discrepancy
Image-generating deep learning model
promoted by the Content Authenticity Initiative. The first generative pre-trained transformer (GPT) model was initially developed by OpenAI in 2018, using a Transformer
DALL-E
American artificial intelligence company
Foundation, a nonprofit. OpenAI develops generative AI models, particularly the GPT series of large language models. Its release of ChatGPT in November 2022
OpenAI
American messaging platform
In March 2023, Gupshup launched a generative AI platform called Auto Bot Builder, which uses large language models (LLMs) to automate chatbot creation
Gupshup
Concept of open-source software applied to AI
modify, and share. This includes datasets used to train the model, its code, and model parameters, promoting a collaborative and transparent approach
Open-source artificial intelligence
Open-source_artificial_intelligence
Voice clips generated by AI
Flow-based Generative Network for Speech Synthesis". arXiv:1811.00002 [cs.SD]. Vasquez, Sean; Lewis, Mike (2019-06-04). "MelNet: A Generative Model for
Audio_deepfake
Series of language models developed by Google AI
the model must distinguish the correct order of two consecutive text segments from their reversed order. ELECTRA (2020) applied the idea of generative adversarial
BERT_(language_model)
Conversational software
like ChatGPT are often based on foundational large language models called generative pre-trained transformers (GPT). They are based on a deep learning architecture
Chatbot
Turkish media artist and designer
moments ever." In January 2024, Anadol introduced Large Nature Model (LNM), a generative AI model exclusively dedicated to nature, at the World Economic Forum
Refik_Anadol
American technology company
object-oriented API called Glide. In July 2023, the company released generative AI summarization and text-to-code features. IT service management DevOps
ServiceNow
Device or software used for recording, editing and producing audio files
in 1991, modeled after the traditional method and signal flow in most analog recording devices. At this time, most DAWs were Apple Mac based (e.g., Pro
Digital_audio_workstation
San Francisco-based software company
Data Intelligence Platform, integrating its lakehouse architecture with generative AI capabilities acquired from MosaicML. The firm was valued at $62 billion
Databricks
Scientific theory
Langevin algorithm. Langevin dynamics is one of the bases of score-based generative models. From (overdamped) Langevin dynamics, d x t = ϵ ∇ x log p ( x
Langevin_dynamics
Series of large language models developed by Google AI
the output text. T5 models are usually pretrained on a massive dataset of text and code, after which they can perform the text-based tasks that are similar
T5_(language_model)
Non-kin group organized for a specific purpose and frequently spanning villages or towns
otherwise be hard to imagine" (p. 8). In other words, sodalities are generative social spaces for agency, imagination, and social action. Pantribal sodalities
Sodality (social anthropology)
Sodality_(social_anthropology)
Study of how organisms develop and grow
are different from those that control animal development. Generative biology is the generative science that explores the dynamics guiding the development
Developmental_biology
AI whose outputs can be understood by humans
techniques are not very suitable for language models like generative pretrained transformers. Since these models generate language, they can provide an explanation
Explainable artificial intelligence
Explainable_artificial_intelligence
Models used to produce word embeddings
inference for a simple generative model for text, which involves a random walk generation process based upon loglinear topic model. They use this to explain
Word2vec
Constructing a physical environment based on scientific research
Evidence-based design (EBD) is the process of constructing a building or physical environment based on scientific research to achieve the best possible
Evidence-based_design
Journalism produced by algorithms
Korea, India, China and Taiwan have presented news with anchors based on generative AI models, prompting concerns about job losses for human anchors and audience
Automated_journalism
2024 laptop by Microsoft
It is also the first Surface Laptop with a built-in NPU designed for generative AI, via Microsoft Copilot+. The business version of the laptop, powered
Surface Laptop (7th generation)
Surface_Laptop_(7th_generation)
Machine learning technique
mechanisms. As a result, Transformers became the foundation for models like BERT, T5 and generative pre-trained transformers (GPT). The modern era of machine
Attention_(machine_learning)
Optimization technique
cuts), the term "graph cuts" is applied specifically to those models which employ a max-flow/min-cut optimization (other graph cutting algorithms may be
Graph cuts in computer vision and artificial intelligence
Graph_cuts_in_computer_vision_and_artificial_intelligence
Recognition of events from videos or sensors
probabilistic models has been shown to perform well in activity recognition and generally outperform non-temporal models. Generative models such as the
Activity_recognition
Transport of dissolved species from the highest to the lowest concentration region
diffusion models, also known as diffusion-based generative models or score-based generative models, are a class of latent variable generative models. The goal
Diffusion
AI research laboratory
language models) and other generative AI tools, such as the text-to-image model Imagen, the text-to-video model Veo, and the text-to-music model Lyria.
Google_DeepMind
Type of visual artifact
(2020). "SARA-GAN: Self-Attention and Relative Average Discriminator Based Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"
MRI_artifact
Multidisciplinary endeavour
metrics, modeling generative and selective steps to creativity In the field of generational humor, the JAPE system (1994) generated pun-based riddles using
Computational_creativity
Real-time text-to-speech AI tool
Jaehyeon; Kim, Sungwon; Kong, Jungil; Yoon, Sungroh (2020). "Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search". In Larochelle,
15.ai
FLOW BASED-GENERATIVE-MODEL
FLOW BASED-GENERATIVE-MODEL
Surname or Lastname
English
English : from Middle English blowe, blaa, bloo ‘pale’, hence a nickname for someone with an exceptionally pale complexion.Americanized spelling of French Bleau.
Female
English
English variant spelling of French Fleur, or perhaps just a short form of Latin Flora, both FLOR means "flower."
Surname or Lastname
English
English : unexplained; possibly a variant of Flew, a metonymic occupational name for a fisherman, from Middle English flue, denoting a kind of fishing net.
Girl/Female
Native American American Latin
Arrow.
Girl/Female
Indian, Telugu
Flow
Girl/Female
Latin American
The mythological Roman goddess of flowers. Diminutive of Florence: From 'florentius' or...
Girl/Female
Latin Spanish
Flower.
Girl/Female
American, German, Latin
Flowering; Flourishing; Flower; Blossom
Boy/Male
Afghan, African, Arabic, Australian, Chinese, Greek, Indian, Muslim
Brave
Boy/Male
British, English
Laurel
Boy/Male
Muslim/Islamic
Brave
Surname or Lastname
English and Scottish
English and Scottish : topographic name for someone who lived near a tumulus, mound or hill, Middle English lowe, from Old English hlÄw (see Law 2).Scottish and English : nickname for a short man, from Middle English lah, lowe (Old Norse lágr; the word was adopted first into the northern dialects of Middle English, where Scandinavian influence was strong, and then spread south, with regular alteration of the vowel quality).English and Scottish (of Norman origin) : nickname for a violent or dangerous person, from Anglo-Norman French lou, leu ‘wolf’ (Latin lupus). Wolves were relatively common in Britain at the time when most surnames were formed, as there still existed large tracts of uncleared forest.Scottish : from a pet form of Lawrence. Compare Lowry 1.Americanized spelling of Jewish Lowe.
Boy/Male
Indian, Sanskrit, Tamil, Telugu
Flow
Girl/Female
Australian, British, Christian, English, German, Latin
Goddess; Peaceful Soul; Form of Florence; Blooming; Flower; Arrow
Boy/Male
Arabic, Australian
Smiling
Surname or Lastname
English
English : variant of Clough.English : metonymic occupational name for a nailer, from Old French clou ‘nail’. Compare Clower.Possibly an Americanized spelling of German Klau, a habitational name for someone from Klau near Aachen or Clauen in Lower Saxony, or Glau, a nickname for an astute person, from Old High German, Low German glou, glau ‘circumspect’.
Boy/Male
Muslim/Islamic
Smiling
Girl/Female
British, English
Based
Boy/Male
Muslim
Smiling
Surname or Lastname
English
English : see Flow.
FLOW BASED-GENERATIVE-MODEL
FLOW BASED-GENERATIVE-MODEL
Boy/Male
Indian, Traditional
Intelligent
Female
Swiss
, peaceful.
Girl/Female
Muslim
Song of the nightingale
Girl/Female
Hindu, Indian
Like an Angel
Boy/Male
German
Bold; Renowned; Princely
Boy/Male
Welsh
Patient.
Girl/Female
Egyptian
Mother of twins.
Boy/Male
Indian
Silence, Peace, Calm
Boy/Male
Tamil
Name of a God
Surname or Lastname
English
English : variant of Priestley.Americanized form of German Pressler.
FLOW BASED-GENERATIVE-MODEL
FLOW BASED-GENERATIVE-MODEL
FLOW BASED-GENERATIVE-MODEL
FLOW BASED-GENERATIVE-MODEL
FLOW BASED-GENERATIVE-MODEL
n.
A continuous movement of something abundant; as, a flow of words.
a.
Tending to penetrate; of a penetrating quality; piercing; as, the penetrative sun.
a.
Of little, or less than the usual, height; of low growth; as, base shrubs.
p. pr. & vb. n.
of Generate
a.
Having the power to affect or impress the mind or heart; impressive; as, penetrative shame.
n.
The tidal setting in of the water from the ocean to the shore. See Ebb and flow, under Ebb.
superl.
Mean; vulgar; base; dishonorable; as, a person of low mind; a low trick or stratagem.
a.
Of or pertaining to regeneration; tending to regenerate; as, regenerative influences.
a.
Morally low. Hence: Low-minded; unworthy; without dignity of sentiment; ignoble; mean; illiberal; menial; as, a base fellow; base motives; base occupations.
v. i.
To move with a continual change of place among the particles or parts, as a fluid; to change place or circulate, as a liquid; as, rivers flow from springs and lakes; tears flow from the eyes.
n.
Wearing, or protected by, bases.
a.
Not held by honorable service; as, a base estate, one held by services not honorable; held by villenage. Such a tenure is called base, or low, and the tenant, a base tenant.
n.
The act of generating or begetting; procreation, as of animals.
a.
Having a base, or having as a base; supported; as, broad-based.
a.
Having the power of generating, propagating, originating, or producing.
a.
Acute; discerning; sagacious; as, penetrative wisdom.
imp. & p. p.
of Base
n.
A stream of water or other fluid; a current; as, a flow of water; a flow of blood.
n.
A low-lying piece of watery land; -- called also flow moss and flow bog.
a.
Pertaining to generation, or to the generative organs.