Papers
Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning
Pablo Romero, Zihao Li, Matthew Shardlow
Efficient One-shot Compression via Low-Rank Local Feature Distillation
Yaya Sy, Christophe Cerisara, Irina Illina
Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition
Zhenting Luan, Defeng Sun, Haoning Wang et al.
Efficient Online Pruning and Abstraction for Imperfect Information Extensive-Form Games
Boning Li, Longbo Huang
Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data
Zhiyuan Zhou, Andy Peng, Qiyang Li et al.
Efficient Online Reinforcement Learning for Diffusion Policy
Haitong Ma, Tianyi Chen, Kai Wang et al.
Efficient Online Training for Zero-Shot Time-Lapse Microscopy Denoising and Super-Resolution
Ruian He, Ri Cheng, Xinkai Lyu et al.
Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts
Haoyuan Wu, Rui Ming, Haisheng Zheng et al.
Efficient Optimal PAC Learning
Mikael Høgsgaard Møller
Efficient Optimization Algorithms for Linear Adversarial Training
Antonio H. Ribeiro, Thomas B. Schön, Dave Zachariah et al.
Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method
Andi Han, Pierre-Louis Poirion, Akiko Takeda
Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing
Álvaro Zaera, Diana Nicoleta Popa, Ivan Sekulic et al.
Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity
Wanjin Feng, Xingyu Gao, Wenqian Du et al.
Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models
Etrit Haxholli, Yeti Z. Gurbuz, Oğul Can et al.
Efficient Personalization of Quantized Diffusion Model without Backpropagation
Hoigi Seo, Wongi Jeong, Kyungryeol Lee et al.
Efficient Personalized Adaptation for Physiological Signal Foundation Model
Chenrui Wu, Haishuai Wang, Xiang Zhang et al.
EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation
Fang Qu, Pengzhan Zhou, Yuepeng He et al.
Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning
Claire Chen, Shuze Liu, Shangtong Zhang
Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration
Tianyi Bai, Ling Yang, Zhen Hao Wong et al.
Efficient Progressive Image Compression with Variance-Aware Masking
Alberto Presta, Enzo Tartaglione, Attilio Fiandrotti et al.
Efficient Prompting for Continual Adaptation to Missing Modalities
Zirun Guo, Shulei Wang, Wang Lin et al.
Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator
Hyunji Lee, Kevin Chenhao Li, Matthias Grabmair et al.
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
Mengzhao Chen, Wenqi Shao, Peng Xu et al.
Efficient Quantification of Multimodal Interaction at Sample Level
Zequn Yang, Hongfa Wang, Di Hu