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Found 6 papers, 1 papers with code
Improved Generalization Bounds for Communication Efficient Federated Learning
This paper focuses on reducing the communication cost of federated learning by exploring generalization bounds and representation learning.
DIGEST: Fast and Communication Efficient Decentralized Learning with Local Updates
Two widely considered decentralized learning algorithms are Gossip and random walk-based learning.
Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images
Existing techniques to fine-tune generated images are time-consuming (manual editing), produce poorly-integrated results (inpainting), or result in unexpected changes across the entire image (variation selection and prompt fine-tuning).
AutoDepthNet: High Frame Rate Depth Map Reconstruction using Commodity Depth and RGB Cameras
As a demonstration of our method, we integrated our framework into existing body tracking systems and demonstrated the robustness of the proposed method in such applications.
OCTID: Optical Coherence Tomography Image Database
We have also included 25 normal OCT images with their corresponding ground truth delineations which can be used for an accurate evaluation of OCT image segmentation.
