differentiable optimization

A Hybrid Learning-to-Optimize Framework for Mixed-Integer Quadratic Programming L4DC 2026 Differentiable Stroke Planning with Dual Parameterization for Efficient and High-Fidelity Painting Creation CVPR 2026 DNOI-4DRO: Deep 4D Radar Odometry with Differentiable Neural-Optimization Iterations AAAI 2026 ExMesh: EXplicit Mesh Reconstruction with Topology Adaptation CVPR 2026 Learning to Solve Constrained Bilevel Control Co-Design Problems L4DC 2026 Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes AAAI 2026 Policy Optimization for Unknown Systems using Differentiable MPC L4DC 2026 Voxify3D: Pixel Art Meets Volumetric Rendering CVPR 2026 A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization ICLR 2025 DCC: Differentiable Cardinality Constraints for Partial Index Tracking AAAI 2025 DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization L4DC 2025 Differentiable Adversarial Attacks for Marked Temporal Point Processes AAAI 2025 Differentiable GPU-Parallelized Task and Motion Planning RSS 2025 Differentiable Integer Linear Programming ICLR 2025 Differentiable Prompt Learning for Vision Language Models IJCAI 2025 DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation AAAI 2025 DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle ICLR 2025 D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025 LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models CVPR 2025 Multi-Constraint Safe Reinforcement Learning via Closed-form Solution for Log-Sum-Exp Approximation of Control Barrier Functions L4DC 2025 BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning NeurIPS 2024 DataSP: A Differential All-to-All Shortest Path Algorithm for Learning Costs and Predicting Paths with Context UAI 2024 Differentiable Robust Model Predictive Control RSS 2024 Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos NeurIPS 2024 End-to-end Conditional Robust Optimization UAI 2024