Machine Learning

Parallel Continuous Chain-of-Thought with Jacobi Iteration EMNLP 2025 Parallel Corpora for Machine Translation in Low-Resource Indic Languages: A Comprehensive Review NAACL 2025 Parallelized Autoregressive Visual Generation CVPR 2025 Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025 Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models ICML 2025 ParamΔ for Direct Mixing: Post-Train Large Language Model At Zero Cost ICLR 2025 Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization ICLR 2025 Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025 Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection ICCV 2025 Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation CVPR 2025 Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace COLING 2025 Parameter-Efficient Fine-Tuning of State Space Models ICML 2025 Parameter-Efficient Fine-Tuning via Circular Convolution ACL 2025 Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors IJCAI 2025 Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation CVPR 2025 Parameter estimation in state space models using particle importance sampling AISTATS 2025 Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo ICLR 2025 Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models NAACL 2025 Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering IJCAI 2025 Parameterized Blur Kernel Prior Learning for Local Motion Deblurring CVPR 2025 Parameterized Complexity of Caching in Networks AAAI 2025 Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models ICML 2025 Parametric Scaling Law of Tuning Bias in Conformal Prediction ICML 2025 Parametric ρ-Norm Scaling Calibration AAAI 2025 PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction ICLR 2025