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cs.CV2025
Activation Boundary Matching: Task-Informed Initialization for Low-Rank Adaptation
Dongha Lee, Jinhee Park, Minjun Kim +1
Low-Rank Adaptation (LoRA) is highly sensitive to initialization, yet existing schemes construct the initial subspace from statistics at the pretrained point, capturing pre-adaptat…
cs.CV2025
DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks
Minje Kim, Minjun Kim, Xu Yang
Spiking Neural Networks (SNNs) present a more energy-efficient alternative to Artificial Neural Networks (ANNs) by harnessing spatio-temporal dynamics and event-driven spikes. Effe…