Machine Learning

Adaptive Pruning of Pretrained Transformer via Differential Inclusions ICLR 2025 Adaptive Rank Allocation: Speeding Up Modern Transformers with RaNA Adapters ICLR 2025 Adaptive Retention & Correction: Test-Time Training for Continual Learning ICLR 2025 Adaptive Retrieval-Augmented Generation for Conversational Systems NAACL 2025 Adaptive Reward Design for Reinforcement Learning UAI 2025 Adaptive RKHS Fourier Features for Compositional Gaussian Process Models AISTATS 2025 Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model ICCV 2025 Adaptive Sample Sharing for Multi Agent Linear Bandits ICML 2025 Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks AAAI 2025 Adaptive Self-improvement LLM Agentic System for ML Library Development ICML 2025 Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories ICLR 2025 Adaptive Siamese Masked Autoencoder with Global Optimization for Unsupervised Point Cloud Shape Correspondence AAAI 2025 Adaptive teachers for amortized samplers ICLR 2025 Adaptive Threshold Sampling for Pure Exploration in Submodular Bandits UAI 2025 Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation AAAI 2025 Adapt LLM for Multi-turn Reasoning QA using Tidy Data COLING 2025 AdaptMerge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models EMNLP 2025 Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025 AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting ICML 2025 AdaptThink: Reasoning Models Can Learn When to Think EMNLP 2025 AdaR: An Adaptive Gradient Method with Cyclical Restarting of Moment Estimations IJCAI 2025 AdaRankGrad: Adaptive Gradient Rank and Moments for Memory-Efficient LLMs Training and Fine-Tuning ICLR 2025 AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding ACL 2025 AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation EMNLP 2025 AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference AAAI 2025