"memory-efficient inference" Papers

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Computation and Memory-Efficient Model Compression with Gradient Reweighting

Zhiwei Li, Yuesen Liao, Binrui Wu et al.

NeurIPS 2025poster

Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression

Kunjun Li, Zigeng Chen, Cheng-Yen Yang et al.

NeurIPS 2025posterarXiv:2505.19602
6
citations

Surprising Effectiveness of pretraining Ternary Language Model at Scale

Ayush Kaushal, Tejas Vaidhya, Arnab Mondal et al.

ICLR 2025posterarXiv:2407.12327
13
citations

UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression

Chenlong Deng, Zhisong Zhang, Kelong Mao et al.

NeurIPS 2025posterarXiv:2509.15763
1
citations

CaM: Cache Merging for Memory-efficient LLMs Inference

Yuxin Zhang, Yuxuan Du, Gen Luo et al.

ICML 2024poster

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Zirui Liu, Jiayi Yuan, Hongye Jin et al.

ICML 2024poster