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T4DT: Tensorizing Time for Learning Temporal 3D Visual Data
Mikhail Usvyatsov, Rafael Ballester-Rippoll, Lina Bashaeva, Konrad Schindler, Gonzalo Ferrer, Ivan Oseledets
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tntorch: Tensor network learning with PyTorch
Mikhail Usvyatsov, Rafael Ballester-Ripoll, Konrad Schindler
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TT-NF: Tensor Train Neural Fields
Anton Obukhov, Mikhail Usvyatsov, Christos Sakaridis, Konrad Schindler, Luc Van Gool
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Inference, learning and attention mechanisms that exploit and preserve sparsity in convolutional networks
While CNNs naturally lend themselves to densely sampled data, and sophisticated implementations are available, they lack the ability to …
Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan D Wegner, Konrad Schindler
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Muon trigger for mobile phones
Neural architecture that allows for simultaneous optimization of computational cost with per-pixel cross-entropy loss.
Maxim Borisyak, Mikhail Usvyatsov, Michael Mulhearn, Chase Shimmin, Andrey Ustyuzhanin
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Muon trigger for mobile phones