Optimization

Di[M]O: Distilling Masked Diffusion Models into One-step Generator ICCV 2025 Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models ICML 2025 Direct Distributional Optimization for Provable Alignment of Diffusion Models ICLR 2025 Direct Estimation of Attenuation Information from Sinograms for Positron Emission Tomography Reconstruction IJCAI 2025 Direct Judgement Preference Optimization EMNLP 2025 Direct Prediction Set Minimization via Bilevel Conformal Classifier Training ICML 2025 Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward NAACL 2025 Direct Prompt Optimization with Continuous Representations ACL 2025 DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery CVPR 2025 DiSCo: Device-Server Collaborative LLM-based Text Streaming Services ACL 2025 DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces AAAI 2025 DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction ICML 2025 Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning ICML 2025 Discrete Curvature Graph Information Bottleneck AAAI 2025 Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data ICML 2025 Discriminative Policy Optimization for Token-Level Reward Models ICML 2025 Disentangled Representation Learning with the Gromov-Monge Gap ICLR 2025 DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction ICLR 2025 Dissecting the Impact of Model Misspecification in Data-Driven Optimization AISTATS 2025 Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional Rotation COLING 2025 Distance-Based Tree-Sliced Wasserstein Distance ICLR 2025 DISTA-Net: Dynamic Closely-Spaced Infrared Small Target Unmixing ICCV 2025 Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation AAAI 2025 Distilling Long-tailed Datasets CVPR 2025 Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models ICCV 2025