CSLR aligns unordered private replay lists from clients using public anchor sentence signatures, yielding 3.9-5.6 point gains on continual NLP tasks at ε=4 over non-CSLR DP baselines.
Support of Teleoperated Driving with 5G Networks
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Feasibility of 5G for teleoperated driving depends on bandwidth and TDD frame structure, requires bitrate reduction for multiple vehicles, and faces challenges from internet latency in centralized deployments.
citing papers explorer
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Canonicalized Stable-List Replay for Private Federated Continual Learning over Language-Model Embeddings
CSLR aligns unordered private replay lists from clients using public anchor sentence signatures, yielding 3.9-5.6 point gains on continual NLP tasks at ε=4 over non-CSLR DP baselines.
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Support of Teleoperated Driving with 5G Networks
Feasibility of 5G for teleoperated driving depends on bandwidth and TDD frame structure, requires bitrate reduction for multiple vehicles, and faces challenges from internet latency in centralized deployments.