differentiable programming

Differentiable Sparse Identification of Lagrangian Dynamics AAAI 2026 Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable CVPR 2025 Differentiable Causal Discovery for Latent Hierarchical Causal Models ICLR 2025 PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction CVPR 2025 YOLO-Count: Differentiable Object Counting for Text-to-Image Generation ICCV 2025 A differentiable brain simulator bridging brain simulation and brain-inspired computing ICLR 2024 A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics NeurIPS 2024 Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming AAAI 2024 Differentiable JPEG: The Devil Is in the Details WACV 2024 Differentiable Quantum Computing for Large-scale Linear Control NeurIPS 2024 Differentiable Time-Varying Linear Prediction in the Context of End-to-End Analysis-by-Synthesis Interspeech 2024 DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning NeurIPS 2024 Learning Temporal Resolution in Spectrogram for Audio Classification AAAI 2024 Learning to be Smooth: An End-to-End Differentiable Particle Smoother NeurIPS 2024 Leveraging augmented-Lagrangian techniques for differentiating over infeasible quadratic programs in machine learning ICLR 2024 Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs NeurIPS 2024 A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023 Deep Learning of Partial Graph Matching via Differentiable Top-K CVPR 2023 DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline ICLR 2023 DiFA: Differentiable Feature Acquisition AAAI 2023 Differentiable and Transportable Structure Learning ICML 2023 Differentiable Mathematical Programming for Object-Centric Representation Learning ICLR 2023 Differentiable Model Selection for Ensemble Learning IJCAI 2023 Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective ICML 2023 Feature Learning for Interpretable, Performant Decision Trees NeurIPS 2023