Optimization

Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration EMNLP 2024 Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling NeurIPS 2024 DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution ACL 2024 Double-Bounded Optimal Transport for Advanced Clustering and Classification AAAI 2024 Double Momentum Method for Lower-Level Constrained Bilevel Optimization ICML 2024 Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods ICML 2024 Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient ICML 2024 Doubly Robust Instance-Reweighted Adversarial Training ICLR 2024 DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction) AAAI 2024 DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems ICML 2024 DP-SGD Without Clipping: The Lipschitz Neural Network Way ICLR 2024 DPZero: Private Fine-Tuning of Language Models without Backpropagation ICML 2024 Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization NeurIPS 2024 DREAM: Diffusion Rectification and Estimation-Adaptive Models CVPR 2024 DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation ECCV 2024 Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-Training via Differentiable Rendering of Line Segments CVPR 2024 Dropout Enhanced Bilevel Training ICLR 2024 Dropout Regularization Versus l2-Penalization in the Linear Model JMLR 2024 DsDm: Model-Aware Dataset Selection with Datamodels ICML 2024 DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NeurIPS 2024 Dual Cone Gradient Descent for Training Physics-Informed Neural Networks NeurIPS 2024 Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning CVPR 2024 Dual Lagrangian Learning for Conic Optimization NeurIPS 2024 Dual-Phase Accelerated Prompt Optimization EMNLP 2024 Dual-Scale Transformer for Large-Scale Single-Pixel Imaging CVPR 2024