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computation reduction

10 papers

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Co-occurring keywords · papers mentioning both

neural network optimization (4) model compression (3) inference efficiency (2) efficient computing (2) energy-efficient inference (1) prediction engine (1) temporal redundancy (1) layer dropping (1) redundancy detection (1) dynamic resolution (1)

Papers

Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition CVPR 2025 What Kind of Visual Tokens Do We Need? Training-Free Visual Token Pruning for Multi-Modal Large Language Models from the Perspective of Graph AAAI 2025 Compressing Large Language Models by Joint Sparsification and Quantization ICML 2024 Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud AAAI 2023 Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023 Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022 TREC: Transient Redundancy Elimination-based Convolution NeurIPS 2022 Dynamic Resolution Network NeurIPS 2021 VA-RED$^2$: Video Adaptive Redundancy Reduction ICLR 2021 BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018