Summary of Calico: Part-focused Semantic Co-segmentation with Large Vision-language Models, by Kiet A. Nguyen et al.
CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Modelsby Kiet A. Nguyen, Adheesh Juvekar, Tianjiao Yu,…
Summary of Label Privacy in Split Learning For Large Models with Parameter-efficient Training, by Philip Zmushko et al.
Label Privacy in Split Learning for Large Models with Parameter-Efficient Trainingby Philip Zmushko, Marat Mansurov,…
Summary of Graphlora: Empowering Llms Fine-tuning Via Graph Collaboration Of Moe, by Ting Bai et al.
GraphLoRA: Empowering LLMs Fine-Tuning via Graph Collaboration of MoEby Ting Bai, Yue Yu, Le Huang,…
Summary of Fedpia — Permuting and Integrating Adapters Leveraging Wasserstein Barycenters For Finetuning Foundation Models in Multi-modal Federated Learning, by Pramit Saha et al.
FedPIA – Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal…
Summary of Alore: Efficient Visual Adaptation Via Aggregating Low Rank Experts, by Sinan Du et al.
ALoRE: Efficient Visual Adaptation via Aggregating Low Rank Expertsby Sinan Du, Guosheng Zhang, Keyao Wang,…
Summary of Sequential Compression Layers For Efficient Federated Learning in Foundational Models, by Navyansh Mahla et al.
Sequential Compression Layers for Efficient Federated Learning in Foundational Modelsby Navyansh Mahla, Sunny Gupta, Amit…
Summary of Kasa: Knowledge-aware Singular-value Adaptation Of Large Language Models, by Fan Wang et al.
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Modelsby Fan Wang, Juyong Jiang, Chansung Park, Sunghun…
Summary of Prompting Large Language Models For Clinical Temporal Relation Extraction, by Jianping He et al.
Prompting Large Language Models for Clinical Temporal Relation Extractionby Jianping He, Laila Rasmy, Haifang Li,…
Summary of Lora Diffusion: Zero-shot Lora Synthesis For Diffusion Model Personalization, by Ethan Smith et al.
LoRA Diffusion: Zero-Shot LoRA Synthesis for Diffusion Model Personalizationby Ethan Smith, Rami Seid, Alberto Hojel,…
Summary of Unified Parameter-efficient Unlearning For Llms, by Chenlu Ding et al.
Unified Parameter-Efficient Unlearning for LLMsby Chenlu Ding, Jiancan Wu, Yancheng Yuan, Jinda Lu, Kai Zhang,…