Summary of Hobbit: a Mixed Precision Expert Offloading System For Fast Moe Inference, by Peng Tang et al.
HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inferenceby Peng Tang, Jiacheng Liu,…
Summary of Online Relational Inference For Evolving Multi-agent Interacting Systems, by Beomseok Kang et al.
Online Relational Inference for Evolving Multi-agent Interacting Systemsby Beomseok Kang, Priyabrata Saha, Sudarshan Sharma, Biswadeep…
Summary of Task-aware Harmony Multi-task Decision Transformer For Offline Reinforcement Learning, by Ziqing Fan et al.
Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learningby Ziqing Fan, Shengchao Hu, Yuhang Zhou,…
Summary of Supervised Score-based Modeling by Gradient Boosting, By Changyuan Zhao et al.
Supervised Score-Based Modeling by Gradient Boostingby Changyuan Zhao, Hongyang Du, Guangyuan Liu, Dusit NiyatoFirst submitted…
Summary of Hollowed Net For On-device Personalization Of Text-to-image Diffusion Models, by Wonguk Cho et al.
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Modelsby Wonguk Cho, Seokeon Choi, Debasmit Das,…
Summary of Mess+: Energy-optimal Inferencing in Language Model Zoos with Service Level Guarantees, by Ryan Zhang et al.
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guaranteesby Ryan Zhang, Herbert Woisetschläger,…
Summary of A Theoretical Perspective For Speculative Decoding Algorithm, by Ming Yin et al.
A Theoretical Perspective for Speculative Decoding Algorithmby Ming Yin, Minshuo Chen, Kaixuan Huang, Mengdi WangFirst…
Summary of Extralonger: Toward a Unified Perspective Of Spatial-temporal Factors For Extra-long-term Traffic Forecasting, by Zhiwei Zhang et al.
Extralonger: Toward a Unified Perspective of Spatial-Temporal Factors for Extra-Long-Term Traffic Forecastingby Zhiwei Zhang, Shaojun…
Summary of Is Multiple Object Tracking a Matter Of Specialization?, by Gianluca Mancusi et al.
Is Multiple Object Tracking a Matter of Specialization?by Gianluca Mancusi, Mattia Bernardi, Aniello Panariello, Angelo…
Summary of Dual Low-rank Adaptation For Continual Learning with Pre-trained Models, by Huancheng Chen and Jingtao Li and Nidham Gazagnadou and Weiming Zhuang and Chen Chen and Lingjuan Lyu
Dual Low-Rank Adaptation for Continual Learning with Pre-Trained Modelsby Huancheng Chen, Jingtao Li, Nidham Gazagnadou,…