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Raghav Singhal

Michael Pokorny

Regularization-based Framework for Quantization-, Fault- and Variability-Aware Training

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Mar 05, 2025
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Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning

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Feb 21, 2025
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Humanity's Last Exam

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Jan 24, 2025
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A General Framework for Inference-time Scaling and Steering of Diffusion Models

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Jan 16, 2025
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Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning

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Nov 29, 2024
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Temporal and Spatial Reservoir Ensembling Techniques for Liquid State Machines

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Nov 18, 2024
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Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models

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Oct 12, 2024
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Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification

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Sep 26, 2024
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What's the score? Automated Denoising Score Matching for Nonlinear Diffusions

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Jul 10, 2024
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Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction

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Jun 06, 2024
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