A tracklet-based TTA benchmark (ITD) plus ADVMEM, an adversarial memory initialization that substantially improves memory-based methods like SHOT-IM and TENT under temporal dependence.
Online con- tinual learning with natural distribution shifts: An empiri- cal study with visual data
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ADVMEM: Adversarial Memory Initialization for Realistic Test-Time Adaptation via Tracklet-Based Benchmarking
A tracklet-based TTA benchmark (ITD) plus ADVMEM, an adversarial memory initialization that substantially improves memory-based methods like SHOT-IM and TENT under temporal dependence.