AI Factory Glossary

acid recovery, environmental & sustainability

Acid recovery systems regenerate and concentrate spent acids for reuse in processes.

acoustic microscopy, failure analysis advanced

Acoustic microscopy uses ultrasonic waves to detect delamination voids and cracks in packages through impedance variations at interfaces.

acoustic microscopy,failure analysis

Detect delamination and voids using sound.

action anticipation, video understanding

Predict future actions.

action recognition,computer vision

Classify actions in videos.

action space, ai agents

Action space specifies all possible actions or tools available to agents.

action-conditional video, multimodal ai

Action-conditional video generation synthesizes sequences based on specified actions or controls.

activation anneal, process integration

Activation annealing thermally activates implanted dopants moving them to substitutional sites while repairing damage.

activation anneal,implant

High-temp anneal to move dopants to substitutional sites and activate them.

activation beacon,llm architecture

Technique to compress long context into compact representations.

activation checkpointing, optimization

Trade computation for memory.

activation checkpointing,recompute

Activation checkpointing saves memory by recomputing activations during backward pass instead of storing them.

activation checkpointing,rematerialization

Activation checkpointing trades compute for memory. Recompute activations during backward pass. Essential for long sequences.

activation energy extraction, reliability

Determine temperature dependence.

activation function zoo, neural architecture

Various non-linear activation functions.

activation maximization for text, explainable ai

Find inputs maximizing activations.

activation maximization, explainable ai

Optimize input to maximize specific activation.

activation maximization, interpretability

Activation maximization optimizes inputs to maximize neuron responses understanding feature detectors.

activation patching, explainable ai

Replace activations to test causality.

activation patching,ai safety

Edit internal activations to understand causal role of specific neurons or layers.

activation patching,causal,intervention

Activation patching swaps activations to test causal role. Identify which components matter.

activation steering, interpretability

Activation steering modifies internal activations to control model behavior and test representations.

active learning for annotation,data

Select most informative examples to annotate.

active learning for inspection, data analysis

Selectively label most informative examples.

active learning,data efficiency

Iteratively select most informative examples for human labeling.

active prompting, prompting techniques

Active prompting selects most informative examples for few-shot demonstrations.

active retrieval, rag

Decide when to retrieve.

active shift, model optimization

Active shift learns optimal shift directions and magnitudes for each layer.

activity network, quality & reliability

Activity network diagrams schedule projects showing task dependencies.

ad copy,marketing,persuade

Write advertising copy. Persuasive, action-oriented.

ad creative generation,content creation

Generate advertisement visuals.

adabelief, optimization

Adaptive optimizer based on belief in gradient.

adaboost,adaptive,weight

AdaBoost adapts weights for misclassified. Early boosting method.

adafactor, optimization

Memory-efficient adaptive optimizer.

adam optimizer,model training

Adaptive learning rate optimizer using momentum and RMSprop.

adam,adamw,optimizer

AdamW is standard optimizer for LLMs. Decoupled weight decay. Momentum and adaptive learning rates.

adamw optimizer for vit, computer vision

Preferred optimizer for ViT training.

adamw,model training

Adam with decoupled weight decay regularization.

adapter layers,fine-tuning

Small trainable modules inserted into frozen pretrained models for task-specific adaptation.

adapter-based continual learning, continual learning

Add adapters for new tasks.

adaptive activation functions, neural architecture

Learn activation shapes.

adaptive aging compensation, design

Adjust operation as device ages.

adaptive attacks, ai safety

Attacks tailored to specific defense.

adaptive body bias, abb, design

Adjust body voltage to compensate variation.

adaptive body bias, design & verification

Adaptive body biasing dynamically adjusts substrate voltage compensating for PVT variations.

adaptive body biasing,design

Dynamically adjust based on conditions.

adaptive computation time (act),adaptive computation time,act,optimization

Variable computation per input.

adaptive control charts, spc

Adjust parameters over time.

adaptive discriminator augmentation (ada),adaptive discriminator augmentation,ada,generative models

Prevent overfitting in GANs.

adaptive doe, doe

Update experiments based on results.