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cs.DC2026
Edge-Deployable LLM Fine-Tuning on a Single GPU for Telecom Network Troubleshooting
Chenhua Shi, Bhavika Jalli, John Zou +4
Telecom troubleshooting at edge sites requires low-latency model responses and localized model adaptation to satisfy operational and data sovereignty requirements. However, deployi…
cs.CV2026
Dyna-DINO: Efficient ViT Distillation Via Adaptive Representation Anchoring
Jiaqi Zhang, Ashton Lee, Anthony Wong +3
Vision Foundation Models (VFMs) with Vision Transformer (ViT) backbones, such as DINOv2, have become essential for downstream tasks like object recognition and semantic segmentatio…