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Yapay Zekanın tam sözlüğü
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terimler
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Memory Replay
Technique consisting of reusing data samples from previous tasks and reintroducing them during the learning of new tasks.
terimler
Generative Replay
Method using generative models to create synthetic examples of previous tasks when the original data is no longer available.
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Task-Free Continual Learning
Continual learning paradigm where the boundaries between tasks are not defined, the model learns to detect and adapt to distribution shifts.
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Plasticity-Stability Dilemma
Fundamental trade-off in continual learning between the ability to learn new information (plasticity) and the preservation of old knowledge (stability).
terimler
Parameter Isolation
Strategy allocating dedicated sub-networks or parameters for each task to avoid interference between knowledge from different tasks.
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