"automatic differentiation" Papers

6 papers found

Filters:automatic differentiationClear all

Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Collapsing Taylor Mode Automatic Differentiation

Felix Dangel, Tim Siebert, Marius Zeinhofer et al.

NEURIPS 2025arXiv:2505.13644

Smoothed Differentiation Efficiently Mitigates Shattered Gradients in Explanations

Adrian Hill, Neal McKee, Johannes Maeß et al.

NEURIPS 2025

$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax

Philipp Holl, Nils Thuerey

ICML 2024

LPGD: A General Framework for Backpropagation through Embedded Optimization Layers

Anselm Paulus, Georg Martius, Vit Musil

ICML 2024arXiv:2407.05920
4
citations

Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation

Sergei Shumilin, Alexander Ryabov, Nikolay Yavich et al.

ICML 2024arXiv:2507.18297
2
citations

What does automatic differentiation compute for neural networks?

Sejun Park, Sanghyuk Chun, Wonyeol Lee

ICLR 2024spotlight