Summary of Efficient Backpropagation with Variance-controlled Adaptive Sampling, by Ziteng Wang et al.
Efficient Backpropagation with Variance-Controlled Adaptive Samplingby Ziteng Wang, Jianfei Chen, Jun ZhuFirst submitted to arxiv…
Summary of Robustness-congruent Adversarial Training For Secure Machine Learning Model Updates, by Daniele Angioni et al.
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updatesby Daniele Angioni, Luca Demetrio, Maura Pintor,…
Summary of Personalized Federated Instruction Tuning Via Neural Architecture Search, by Pengyu Zhang et al.
Personalized Federated Instruction Tuning via Neural Architecture Searchby Pengyu Zhang, Yingbo Zhou, Ming Hu, Junxian…
Summary of Gistembed: Guided In-sample Selection Of Training Negatives For Text Embedding Fine-tuning, by Aivin V. Solatorio
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuningby Aivin V. SolatorioFirst submitted…
Summary of Asymmetry in Low-rank Adapters Of Foundation Models, by Jiacheng Zhu et al.
Asymmetry in Low-Rank Adapters of Foundation Modelsby Jiacheng Zhu, Kristjan Greenewald, Kimia Nadjahi, Haitz Sáez…
Summary of Think Big, Generate Quick: Llm-to-slm For Fast Autoregressive Decoding, by Benjamin Bergner et al.
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decodingby Benjamin Bergner, Andrii Skliar, Amelie Royer,…
Summary of Rainbow Teaming: Open-ended Generation Of Diverse Adversarial Prompts, by Mikayel Samvelyan et al.
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Promptsby Mikayel Samvelyan, Sharath Chandra Raparthy, Andrei Lupu,…
Summary of Totem: Tokenized Time Series Embeddings For General Time Series Analysis, by Sabera Talukder and Yisong Yue and Georgia Gkioxari
TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysisby Sabera Talukder, Yisong Yue, Georgia…
Summary of Building Flexible Machine Learning Models For Scientific Computing at Scale, by Tianyu Chen et al.
Building Flexible Machine Learning Models for Scientific Computing at Scaleby Tianyu Chen, Haoyi Zhou, Ying…
Summary of Higpt: Heterogeneous Graph Language Model, by Jiabin Tang et al.
HiGPT: Heterogeneous Graph Language Modelby Jiabin Tang, Yuhao Yang, Wei Wei, Lei Shi, Long Xia,…