"inference time optimization" Papers

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Context-aware Dynamic Pruning for Speech Foundation Models

Masao Someki, Yifan Peng, Siddhant Arora et al.

TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model

Cheng Yang, Yang Sui, Jinqi Xiao et al.

CVPR 2025arXiv:2503.18278

Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference

Piotr Nawrot, Adrian Łańcucki, Marcin Chochowski et al.

ICML 2024arXiv:2403.09636

Image-adaptive 3D Lookup Tables for Real-time Image Enhancement with Bilateral Grids

Wontae Kim, Nam Ik Cho