2025 "memory efficiency" Papers

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Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference

Zijie Geng, Jie Wang, Ziqi Liu et al.

NeurIPS 2025poster

Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering

Imad Eddine MAROUF, Enzo Tartaglione, Stéphane Lathuilière et al.

ICCV 2025posterarXiv:2502.04469
1
citations

DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Guangxuan Xiao, Jiaming Tang, Jingwei Zuo et al.

ICLR 2025posterarXiv:2410.10819
165
citations

SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models

Muyang Li, Yujun Lin, Zhekai Zhang et al.

ICLR 2025posterarXiv:2411.05007
90
citations

Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM Kernels

Maximilian Beck, Korbinian Pöppel, Phillip Lippe et al.

NeurIPS 2025posterarXiv:2503.14376
8
citations

Variational Bayesian Pseudo-Coreset

Hyungi Lee, Seungyoo Lee, Juho Lee

ICLR 2025posterarXiv:2502.21143