conftrace_

rank selection

8 papers

Explore in graph

Co-occurring keywords · papers mentioning both

model compression (7) neural network (4) low-rank compression (3) architecture search (2) layer-wise rank (2) rank optimization (2) singular value decomposition (2) low-rank approximation (2) tensor decomposition (2) neural network optimization (2)

Papers

FLRQ: Faster LLM Quantization with Flexible Low-Rank Matrix Sketching AAAI 2026 BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025 Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach IJCAI 2025 Learning Low-Rank Tensor Cores with Probabilistic ℓ0-Regularized Rank Selection for Model Compression IJCAI 2024 HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks AAAI 2023 MARS: Masked Automatic Ranks Selection in Tensor Decompositions AISTATS 2023 Decomposable-Net: Scalable Low-Rank Compression for Neural Networks IJCAI 2021 Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer CVPR 2020