NeurIPS 2024

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32 Results

Workshop		PICASO: Secure Aggregation for Federated Learning with Minimal Synchronization Harish Karthikeyan · Antigoni Polychroniadou
Workshop		FedEx-LoRA: Exact Aggregation for Federated Parameter-Efficient Fine-Tuning of Foundation Models Raghav Singhal · Kaustubh Ponkshe · Praneeth Vepakomma
Poster	Wed 16:30	CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation Zhongzhen Huang · Yankai Jiang · Rongzhao Zhang · Shaoting Zhang · Xiaofan Zhang
Workshop		Armadillo: Robust Secure Aggregation for Federated Learning with Input Validation Yiping Ma · Yue Guo · Harish Karthikeyan · Antigoni Polychroniadou
Workshop		OPA: One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning Harish Karthikeyan · Antigoni Polychroniadou
Affinity Event		$\mathsf{OPA}$ : One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning Harish Karthikeyan · Antigoni Polychroniadou
Affinity Event		Armadillo: Robust Secure Aggregation for Federated Learning with Input Validation Yiping Ma · Yue Guo · Harish Karthikeyan · Antigoni Polychroniadou
Affinity Event		Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture Mohamad Haj Fares · Ahmed Mohamed Saad Emam Saad
Poster	Fri 16:30	FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation Jianqiao Zhang · Caifeng Shan · Jungong Han
Workshop		Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular Research Victor Sabanza Gil · Riccardo Barbano · Daniel Gutiérrez · Jeremy Luterbacher · José Miguel Hernández-Lobato · Philippe Schwaller · Loïc Roch
Poster	Wed 16:30	CoSW: Conditional Sample Weighting for Smoke Segmentation with Label Noise Lujian Yao · Haitao Zhao · Zhongze Wang · Kaijie Zhao · Jingchao Peng
Poster	Wed 16:30	Federated Black-Box Adaptation for Semantic Segmentation Jay Paranjape · Shameema Sikder · S. Vedula · Vishal Patel