Optimization

Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment CVPR 2025 Differentiable Adversarial Attacks for Marked Temporal Point Processes AAAI 2025 Differentiable Information Enhanced Model-Based Reinforcement Learning AAAI 2025 Differentiable Integer Linear Programming ICLR 2025 Differentiable Optimization of Similarity Scores Between Models and Brains ICLR 2025 Differentiable Quadratic Optimization For the Maximum Independent Set Problem ICML 2025 Differential-informed Sample Selection Accelerates Multimodal Contrastive Learning ICCV 2025 Differentially private algorithms for linear queries via stochastic convex optimization AISTATS 2025 Differentially Private Analysis for Binary Response Models: Optimality, Estimation, and Inference ICML 2025 Differentially private optimization for non-decomposable objective functions ICLR 2025 Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates AAAI 2025 DiffFNO: Diffusion Fourier Neural Operator CVPR 2025 DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation AAAI 2025 DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models ACL 2025 DiffQRCoder: Diffusion-Based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement WACV 2025 Diffusing States and Matching Scores: A New Framework for Imitation Learning ICLR 2025 Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuning ICLR 2025 Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning ICLR 2025 Diffusion-based Neural Network Weights Generation ICLR 2025 Diffusion Models are Evolutionary Algorithms ICLR 2025 Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models ICLR 2025 Diffusion Sampling Correction via Approximately 10 Parameters ICML 2025 DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization NAACL 2025 DiMa: Understanding the Hardness of Online Matching Problems via Diffusion Models ICML 2025 Dimension-Free Adaptive Subgradient Methods with Frequent Directions ICML 2025