Optimization

DataMan: Data Manager for Pre-training Large Language Models ICLR 2025 Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models ICML 2025 Data Pruning by Information Maximization ICLR 2025 Data Selection via Optimal Control for Language Models ICLR 2025 Dataset Distillation as Data Compression: A Rate-Utility Perspective ICCV 2025 Dataset Distillation via the Wasserstein Metric ICCV 2025 Dataset Distillation with Neural Characteristic Function: A Minmax Perspective CVPR 2025 Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025 D-Attn: Decomposed Attention for Large Vision-and-Language Model ICCV 2025 David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training ICML 2025 DCC: Differentiable Cardinality Constraints for Partial Index Tracking AAAI 2025 DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion CVPR 2025 DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search EMNLP 2025 DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization EMNLP 2025 DCT-CryptoNets: Scaling Private Inference in the Frequency Domain ICLR 2025 DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation ICCV 2025 D-Cubed: Latent Diffusion Trajectory Optimisation for Dexterous Deformable Manipulation CoRL 2025 DeAL: Decoding-time Alignment for Large Language Models ACL 2025 DEALing with Image Reconstruction: Deep Attentive Least Squares ICML 2025 Debiasing Federated Learning with Correlated Client Participation ICLR 2025 Debiasing Mini-Batch Quadratics for Applications in Deep Learning ICLR 2025 dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation ICLR 2025 Decentralized Asynchronous Optimization with DADAO allows Decoupling and Acceleration JMLR 2025 Decentralized, Epoch-based F2FS Journaling with Fine-grained Crash Recovery OSDI 2025 Decentralized Projected Riemannian Stochastic Recursive Momentum Method for Nonconvex Optimization AAAI 2025