D2ACE introduces dual dynamics tracking via Bernoulli mixture sampling and dynamic label weighting plus local context-aware correlation enhancement for more effective batch selection in deep multi-label classification.
Carpe diem, seize the samples un- certain ”at the moment” for adaptive batch selection
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
D2ACE: Multi-Label Batch Selection Guided by Dual Dynamics and Adaptive Correlation Enhancement
D2ACE introduces dual dynamics tracking via Bernoulli mixture sampling and dynamic label weighting plus local context-aware correlation enhancement for more effective batch selection in deep multi-label classification.