"computational efficiency optimization" Papers
15 papers found
Conference
A Comprehensive Overhaul of Multimodal Assistant with Small Language Models
Minjie Zhu, Yichen Zhu, Ning Liu et al.
AAAI 2025paperarXiv:2403.06199
27
citations
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization
Jiaxin Deng, Junbiao Pang, Baochang Zhang et al.
AAAI 2025paperarXiv:2406.08001
5
citations
Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retention
Xin Zou, Di Lu, Yizhou Wang et al.
NEURIPS 2025arXiv:2510.02912
9
citations
Dynamic Neural Fortresses: An Adaptive Shield for Model Extraction Defense
Siyu Luan, Zhenyi Wang, Li Shen et al.
ICLR 2025
Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM
Han Wang, Yuxiang Nie, Yongjie Ye et al.
ICCV 2025arXiv:2412.09530
15
citations
Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training
Qiaosi Yi, Shuai Li, Rongyuan Wu et al.
ICCV 2025highlightarXiv:2507.20291
9
citations
How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need?
Tuan Tran Anh, Duy M. H. Nguyen, Hoai-Chau Tran et al.
NEURIPS 2025arXiv:2511.05449
1
citations
LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades
Yanan Li, Fanxu Meng, Muhan Zhang et al.
NEURIPS 2025arXiv:2505.13515
2
citations
Optimal Brain Apoptosis
Mingyuan Sun, Zheng Fang, Jiaxu Wang et al.
ICLR 2025arXiv:2502.17941
3
citations
Rethinking Token Reduction with Parameter-Efficient Fine-Tuning in ViT for Pixel-Level Tasks
Cheng Lei, Ao Li, Hu Yao et al.
CVPR 2025
2
citations
Sampled Estimators For Softmax Must Be Biased
Li-Chung Lin, Yaxu Liu, Chih-Jen Lin
NEURIPS 2025
Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires
Paidamoyo Chapfuwa, Ilker Demirel, Lorenzo Pisani et al.
ICLR 2025
1
citations
SVGBuilder: Component-Based Colored SVG Generation with Text-Guided Autoregressive Transformers
Zehao Chen, Rong Pan
AAAI 2025paperarXiv:2412.10488
8
citations
Thinkless: LLM Learns When to Think
Gongfan Fang, Xinyin Ma, Xinchao Wang
NEURIPS 2025arXiv:2505.13379
70
citations
EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
Sunil Hwang, Jaehong Yoon, Youngwan Lee et al.
ICML 2024oralarXiv:2211.10636
12
citations