"resource-constrained inference" Papers

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ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources

Jason Wu, Yuyang Yuan, Kang Yang et al.

NEURIPS 2025arXiv:2502.07862

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

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

ICLR 2025arXiv:2410.02147
6
citations

Gatekeeper: Improving Model Cascades Through Confidence Tuning

Stephan Rabanser, Nathalie Rauschmayr, Achin Kulshrestha et al.

NEURIPS 2025arXiv: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 2025arXiv:2504.15364
17
citations