conftrace_

depth pruning

6 papers

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Co-occurring keywords

model compression (3302) layer pruning (22) transformer model (1996) vision transformer (1106) ensemble pruning (7) channel pruning (84) ensemble compression (4) parameter merging (13) flops reduction (50) large language model (13587)

Papers

Sliding-Window Merging for Compacting Patch-Redundant Layers in LLMs AAAI 2026
IG-Pruning: Input-Guided Block Pruning for Large Language Models EMNLP 2025
TinyFusion: Diffusion Transformers Learned Shallow CVPR 2025
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer AAAI 2024
ForestPrune: Compact Depth-Pruned Tree Ensembles AISTATS 2023
Width & Depth Pruning for Vision Transformers AAAI 2022