conftrace_

heterogeneous learning

11 papers

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Co-occurring keywords · papers mentioning both

federated learning (5) multi-task learning (3) edge computing (2) collaborative learning (2) model pruning (2) semantic segmentation (2) data-free knowledge distillation (1) healthcare prediction (1) document image segmentation (1) mirror detection (1)

Papers

Communication-Efficient Heterogeneous Federated Learning with Sparse Prototypes in Resource-Constrained Environments AAAI 2026 DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning CVPR 2025 Heterogeneous Prompt-Guided Entity Inferring and Distilling for Scene-Text Aware Cross-Modal Retrieval AAAI 2025 Query-based Knowledge Transfer for Heterogeneous Learning Environments ICLR 2025 A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm NeurIPS 2024 DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices NeurIPS 2024 FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing AAAI 2024 Efficient Mirror Detection via Multi-Level Heterogeneous Learning AAAI 2023 Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning) NeurIPS 2021 BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning CVPR 2020 Graph-Driven Generative Models for Heterogeneous Multi-Task Learning AAAI 2020