differentiable optimization

From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers CVPR 2024 Ink Dot-Oriented Differentiable Optimization for Neural Image Halftoning CVPR 2024 Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching NeurIPS 2024 Stable Differentiable Causal Discovery ICML 2024 Backpropagation of Unrolled Solvers with Folded Optimization IJCAI 2023 Batch Differentiable Pose Refinement for In-The-Wild Camera/LiDAR Extrinsic Calibration CoRL 2023 Differentiable and Transportable Structure Learning ICML 2023 Learning differentiable solvers for systems with hard constraints ICLR 2023 TorchOpt: An Efficient Library for Differentiable Optimization JMLR 2023 Uncertain Pose Estimation during Contact Tasks using Differentiable Contact Features RSS 2023 DIFER: Differentiable Automated Feature Engineering AutoML 2022 DiffPoseNet: Direct Differentiable Camera Pose Estimation CVPR 2022 DiffStack: A Differentiable and Modular Control Stack for Autonomous Vehicles CoRL 2022 End-to-end Stochastic Optimization with Energy-based Model NeurIPS 2022 Large-Scale Differentiable Causal Discovery of Factor Graphs NeurIPS 2022 Learning-based Moving Horizon Estimation through Differentiable Convex Optimization Layers L4DC 2022 Learning Graph Regularisation for Guided Super-Resolution CVPR 2022 Revisiting Sparse Convolutional Model for Visual Recognition NeurIPS 2022 Theseus: A Library for Differentiable Nonlinear Optimization NeurIPS 2022 A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing EMNLP 2021 Differentiable Causal Discovery Under Unmeasured Confounding AISTATS 2021 Differentiable Equilibrium Computation with Decision Diagrams for Stackelberg Models of Combinatorial Congestion Games NeurIPS 2021 Differentiable Greedy Algorithm for Monotone Submodular Maximization: Guarantees, Gradient Estimators, and Applications AISTATS 2021 Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs NeurIPS 2021 Differentiable Quality Diversity NeurIPS 2021