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differentiable programming

102 papers

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Co-occurring keywords

neural network (6616) automatic differentiation (77) optimal transport (948) neural network optimization (1293) gradient-based optimization (192) convolutional neural network (4226) end-to-end learning (457) gradient estimation (150) deep learning (2118) policy gradient (520)

Papers

Differentiable Spatial Planning using Transformers ICML 2021
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation ICCV 2021
(Just) A Spoonful of Refinements Helps the Registration Error Go Down ICCV 2021
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation CVPR 2021
Differentiable Synthesis of Program Architectures NIPS 2021
Differentiable Annealed Importance Sampling and the Perils of Gradient Noise NIPS 2021
Learning with Algorithmic Supervision via Continuous Relaxations NIPS 2021
Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach NIPS 2021
Differentiable Inductive Logic Programming for Structured Examples AAAI 2021
Successive Halving Top-k Operator AAAI 2021
Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration ICCV 2021
GIFnets: Differentiable GIF Encoding Framework CVPR 2020
A Topology Layer for Machine Learning AISTATS 2020
Differentiable Top-k with Optimal Transport NIPS 2020
End-to-end learning of convolutional neural net and dynamic programming for left ventricle segmentation MIDL 2020
Differentiable Algorithm for Marginalising Changepoints AAAI 2020
DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration MIDL 2020
The Differentiable Cross-Entropy Method ICML 2020
Differentiable Scene Graphs WACV 2020
Deep Differentiable Grasp Planner for High-DOF Grippers RSS 2020
DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020
Learning Augmentation Network via Influence Functions CVPR 2020
Differentiable Adaptive Computation Time for Visual Reasoning CVPR 2020
Encoding Physical Constraints in Differentiable Newton-Euler Algorithm L4DC 2020
Learning Differentiable Programs with Admissible Neural Heuristics NIPS 2020