AI Glossary

Explore 1000+ AI terms and their meaning.

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Published 1 year ago

Function Approximation Error

  • Glossary
Published 1 year ago

Bootstrapping in Deep RL

  • Glossary
Published 1 year ago

Exploration in Deep RL

  • Glossary
Published 1 year ago

Hyperparameter Optimization in RL

  • Glossary
Published 1 year ago

Cooperative Coevolution

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Robotic Simulation Environments

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Published 1 year ago

Boltzmann Exploration

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Published 1 year ago

Epsilon-Greedy Policy

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Published 1 year ago

Exploration vs Exploitation Dilemma

  • Glossary
Published 1 year ago

Continuous Tasks

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Terminal State

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Cumulative Reward

  • Glossary
Published 1 year ago

Exploration-Exploitation Dile

  • Glossary
Published 1 year ago

Q-Value

  • Glossary
Published 1 year ago

Transformer-based Text Summarization

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Published 1 year ago

Transformer-based Sentiment Analysis

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Transformer-based Named Entity Recognition

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Transformer-based Language Modeling

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Transformer-based Document Generation

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Transformer-based Document Summarization

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Transformer-based Document Classification

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Transformer-based Music Composition

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Transformer-based Music Style Transfer

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Transformer-based Music Recommendation

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Transformer-based Music Classification

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Transformer-based Music Generation

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Transformer-based Speech Translation

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Transformer-based Speech Synthesis

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Transformer-based Speech Recognition

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Transformer-based Video Synthesis

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Transformer-based Video Style Transfer

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Transformer-based Video Super-Resolution

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Transformer-based Video Captioning

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Transformer-based Video Action Recognition

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Transformer-based Video Understanding

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Transformer-based Visual Question Answering (VQA)

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Transformer-based Image Captioning

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Transformer-based Image Segmentation

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Transformer-based Image Generation

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Transformer-based Image Classification

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Transformer-based Object Detection

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Published 1 year ago

Fine-tuning Vision Transformers

  • Glossary
Published 1 year ago

Fine-tuning Image Transformers

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Published 1 year ago

Pre-trained Image Transformers

  • Glossary
Published 1 year ago

Motion Transformers

  • Glossary
Published 1 year ago

Temporal Transformers

  • Glossary
Published 1 year ago

Vision Transformers for Video Processing

  • Glossary
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Perceiver

  • Glossary
Published 1 year ago

Linear Transformers

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Long-Range Transformers

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Localized Attention

  • Glossary
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Axial Attention

  • Glossary
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Sparse Transformers

  • Glossary
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Efficient Transformers

  • Glossary
Published 1 year ago

Contrastive Learning with Transformers

  • Glossary
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Adversarial Training with Transformers

  • Glossary
Published 1 year ago

Multimodal Transformers

  • Glossary
Published 1 year ago

Cross-Lingual Transformers

  • Glossary
Published 1 year ago

Fine-tuning Transformers

  • Glossary
Published 1 year ago

Transfer Learning with Transformers

  • Glossary
Published 1 year ago

JAX

  • Glossary
Published 1 year ago

Transformer-XL

  • Glossary
Published 1 year ago

Attention Is All You Need

  • Glossary
Published 1 year ago

PyTorch Lightning

  • Glossary
Published 1 year ago

Hugging Face Transformers Library

  • Glossary
Published 1 year ago

Text-to-Image Transformers

  • Glossary
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Image GPT

  • Glossary
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Vision Transformers (ViTs)

  • Glossary
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Image Transformers

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CaiT (Class-attention in Image Transformers)

  • Glossary
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DeiT (Data-efficient image Transformer)

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Visual Transformers

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Performer

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Routing Transformer

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Conformer

  • Glossary
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Wav2Vec2

  • Glossary
Published 1 year ago

Wav2Vec

  • Glossary
Published 1 year ago

MarianMT (Multi-task Bilingual Model)

  • Glossary
Published 1 year ago

BERT-like Models

  • Glossary
Published 1 year ago

Generative Pre-trained Transformer (GPT)

  • Glossary
Published 1 year ago

Query, Key, and Value (QKV) Vectors

  • Glossary
Published 1 year ago

Masked Self-Attention

  • Glossary
Published 1 year ago

Residual Connections

  • Glossary
Published 1 year ago

Feedforward Neural Network (FFNN)

  • Glossary
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Transformer Block

  • Glossary
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Transformer Encoder

  • Glossary
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Policy Space

  • Glossary
Published 1 year ago

Deterministic Policy

  • Glossary
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Policy Gradient

  • Glossary
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Action-Value Function

  • Glossary
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State-Value Function

  • Glossary
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Dynamic Programming

  • Glossary
Published 1 year ago

Model-Based Control

  • Glossary
Published 1 year ago

Policy Improvement

  • Glossary
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Policy Evaluation

  • Glossary
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Actor-Critic Architecture

  • Glossary
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Partially Observable MDPs (POMDPs)

  • Glossary
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Policy Learning

  • Glossary
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Federated Learning Use Cases

  • Glossary
Published 1 year ago

Privacy-Preserving AI for Edge Computing

  • Glossary
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Privacy-Preserving AI for IoT

  • Glossary
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Federated Learning in Edge Devices

  • Glossary
Published 1 year ago

Edge Computing and Federated Learning

  • Glossary
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Telecom Federated Learning

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Financial Federated Learning

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Federated Learning Applications

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Federated Learning Platforms

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Secure Multi-Party Computation Libraries

  • Glossary
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Homomorphic Encryption Libraries

  • Glossary
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Federated AI Technology Enablers

  • Glossary
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Cross-silo Federated Learning

  • Glossary
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Federated Reinforcement Learning

  • Glossary
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Federated Meta-Learning

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Federated Optimization

  • Glossary
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Data Perturbation

  • Glossary
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Collaborative Learning

  • Glossary
Published 1 year ago

Countermeasures Against Adversarial Examples in Autoencoders

  • Glossary
Published 1 year ago

Countermeasures Against Adversarial Examples in Generative Models

  • Glossary
Published 1 year ago

Adversarial Attacks on GANs

  • Glossary
Published 1 year ago

Adversarial Examples in Generative Models

  • Glossary
Published 1 year ago

Policy Adversarial Attacks

  • Glossary
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Adversarial Attacks on Object Detection Models

  • Glossary
Published 1 year ago

Image Adversarial Examples

  • Glossary
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Adversarial Examples in Computer Vision

  • Glossary
Published 1 year ago

Countermeasures Against Audio Adversarial Examples

  • Glossary
Published 1 year ago

Audio Adversarial Examples

  • Glossary
Published 1 year ago

Adversarial Examples in Speech Recognition

  • Glossary
Published 1 year ago

Adversarial Training for Text Generation Models

  • Glossary
Published 1 year ago

Countermeasures Against Textual Adversarial Examples

  • Glossary
Published 1 year ago

Universal Adversarial Perturbations

  • Glossary
Published 1 year ago

Textual Adversarial Examples

  • Glossary
Published 1 year ago

Adversarial Examples in Natural Language Processing

  • Glossary
Published 1 year ago

Adversarial Testing

  • Glossary
Published 1 year ago

Certified Adversarial Robustness

  • Glossary
Published 1 year ago

Robustness Certification Against Physical Attacks

  • Glossary
Published 1 year ago

Semantic Attacks

  • Glossary
Published 1 year ago

Spatial Transformation Attacks

  • Glossary
Published 1 year ago

Physical Adversarial Examples

  • Glossary
Published 1 year ago

Adversarial Reinforcement Learning with Trajectory Optimization

  • Glossary
Published 1 year ago

Adversarial Reinforcement Learning

  • Glossary
Published 1 year ago

Adversarial Policies

  • Glossary
Published 1 year ago

Adversarial Logit Pairing

  • Glossary
Published 1 year ago

Adversarial Training with Proximal Gradient Descent

  • Glossary
Published 1 year ago

Randomization Defenses

  • Glossary
Published 1 year ago

Defense Mechanisms Against Adversarial Attacks

  • Glossary
Published 1 year ago

Transferability of Adversarial Examples

  • Glossary
Published 1 year ago

Black-box Attacks

  • Glossary
Published 1 year ago

White-box Attacks

  • Glossary
Published 1 year ago

Value Learning

  • Glossary
Published 1 year ago

Safe Exploration in Reinforcement Learning

  • Glossary
Published 1 year ago

Reward Engineering

  • Glossary
Published 1 year ago

AI Alignment

  • Glossary
Published 1 year ago

AI Safety Engineering

  • Glossary
Published 1 year ago

Policy Impact of AI

  • Glossary
Published 1 year ago

Interpretable Machine Learning

  • Glossary
Published 1 year ago

Explainable AI

  • Glossary
Published 1 year ago

Ethical Considerations in AI

  • Glossary
Published 1 year ago

Cooperative Inverse Reinforcement Learning

  • Glossary
Published 1 year ago

Scalable Oversight

  • Glossary
Published 1 year ago

Value Alignment

  • Glossary
Published 1 year ago

Roboschool

  • Glossary
Published 1 year ago

Unity ML-Agents

  • Glossary
Published 1 year ago

Gaussian Processes for Global Optimization

  • Glossary
Published 1 year ago

Multi-armed Bandit Algorithms

  • Glossary
Published 1 year ago

Particle Swarm Optimization

  • Glossary
Published 1 year ago

Value Iteration Methods

  • Glossary
Published 1 year ago

Deep Q-Networks (DQNs)

  • Glossary
Published 1 year ago

Active Learning Frameworks

  • Glossary
Published 1 year ago

Few-shot Learning Methods

  • Glossary
Published 1 year ago

Zero-shot Learning Approaches

  • Glossary
Published 1 year ago

Meta-learning Algorithms

  • Glossary
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Model Calibration Techniques

  • Glossary
Published 1 year ago

Uncertainty Estimation Models

  • Glossary
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Error Analysis Methods

  • Glossary
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Robustness Validation Techniques

  • Glossary
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Decentralized AI Systems

  • Glossary
Published 1 year ago

Federated Learning Protocols

  • Glossary
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Differential Privacy Techniques

  • Glossary
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Regulatory Compliance Strategies

  • Glossary
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Ethical AI Frameworks

  • Glossary
Published 1 year ago

Bias Detection Algorithms

  • Glossary
Published 1 year ago

Interpretability Techniques

  • Glossary
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Privacy-Preserving Techniques

  • Glossary
Published 1 year ago

UMAP (Uniform Manifold Approximation and Projection)

  • Glossary
Published 1 year ago

Density-Based Clustering

  • Glossary
Published 1 year ago

Hierarchical Clustering

  • Glossary
Published 1 year ago

K-Means

  • Glossary
Published 1 year ago

Gaussian Processes

  • Glossary
Published 1 year ago

Value Networks

  • Glossary
Published 1 year ago

Policy Networks

  • Glossary
Published 1 year ago

Markov Models

  • Glossary
Published 1 year ago

K-Nearest Neighbors (KNN)

  • Glossary
Published 1 year ago

RMSprop

  • Glossary
Published 1 year ago

Cross-Entropy Loss

  • Glossary
Published 1 year ago

Mean Squared Error (MSE)

  • Glossary
Published 1 year ago

Softmax Function

  • Glossary
Published 1 year ago

Hyperbolic Tangent (Tanh)

  • Glossary
Published 1 year ago

Rectified Linear Unit (ReLU)

  • Glossary
Published 1 year ago

U-Net (Convolutional Networks for Biomedical Image Segmentation)

  • Glossary
Published 1 year ago

W-Net (Deep Image Synthesis with Partial Convolution)

  • Glossary
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