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• Learning Aerial Image Segmentation from Online Maps
  2017 · 278 citations
• Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
  2025 · 2 citations
• MXSens: Sensitivity-Aware Mixed-Precision Quantization for Efficient LLM Inference
  2026
• DISCO: A Browser-Based Privacy-Preserving Framework for Distributed Collaborative Learning
  2025
• Semantic uncertainty in advanced decoding methods for LLM generation
  2025
• FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language
  2025
• Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
  2025
• On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists
  2024
• Advances and Open Problems in Federated Learning
  2019
• Federated Learning for Malware Detection in IoT Devices
  2021
• Federated Learning for Malware Detection in IoT Devices
  2021
• Layer-wise Linear Mode Connectivity
  2023
• MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks
  2023
• Faster Causal Attention Over Large Sequences Through Sparse Flash Attention
  2023