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Career

· Researcher, University of Oxford

Publications (11)

Diffusion-based Neural Network Weights Generation
International Conference on Learning Representations · 2024
28
cited
Set-based Meta-Interpolation for Few-Task Meta-Learning
Neural Information Processing Systems · 2022
12
cited
Mini-Batch Consistent Slot Set Encoder for Scalable Set Encoding
Neural Information Processing Systems · 2021
10
cited
Set-based Neural Network Encoding Without Weight Tying
Neural Information Processing Systems · 2023
5
cited
Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation
International Conference on Machine Learning · 2022
4
cited
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation
arXiv.org · 2022
3
cited
Instruction-Guided Autoregressive Neural Network Parameter Generation
arXiv.org · 2025
2
cited
Stochastic Subset Selection
arXiv.org · 2020
2
cited
Robust Molecular Property Prediction via Densifying Scarce Labeled Data
arXiv.org · 2025
1
cited
Set Based Stochastic Subsampling
International Conference on Machine Learning · 2020
Stochastic Subset Selection for Efficient Training and Inference of Neural Networks
2021
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Bruno Andreis | Researcher Profile | Sotabase | Sotabase