2025 "resource-constrained inference" Papers

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Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement

Gaurav Patel, Christopher M. Sandino, Behrooz Mahasseni et al.

ICLR 2025posterarXiv:2410.02147
6
citations

Gatekeeper: Improving Model Cascades Through Confidence Tuning

Stephan Rabanser, Nathalie Rauschmayr, Achin Kulshrestha et al.

NeurIPS 2025posterarXiv:2502.19335
4
citations

KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments

Junyoung Park, Dalton Jones, Matthew Morse et al.

NeurIPS 2025posterarXiv:2504.15364
11
citations