Machine Learning

Lower Bounds for Private Estimation of Gaussian Covariance Matrices under All Reasonable Parameter Regimes COLT 2025 Lower Bounds for Time-Varying Kernelized Bandits AISTATS 2025 Lower Bounds on the Size of Markov Equivalence Classes UAI 2025 LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones WACV 2025 Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm WACV 2025 Low-Hallucination and Efficient Coreference Resolution with LLMs EMNLP 2025 Low-Light Image Enhancement Using Event-Based Illumination Estimation ICCV 2025 Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025 Low-Perplexity LLM-Generated Sequences and Where To Find Them ACL 2025 LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits ICML 2025 Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning CVPR 2025 Low-Rank Adapting Models for Sparse Autoencoders ICML 2025 Low-rank fine-tuning lies between lazy training and feature learning COLT 2025 Low-Rank Interconnected Adaptation across Layers ACL 2025 Low-Rank Tensor Transitions (LoRT) for Transferable Tensor Regression ICML 2025 Low-Rank Thinning ICML 2025 Low-resource Buryat-Russian neural machine translation ACL 2025 Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation COLING 2025 Low-Resource Grammatical Error Correction: Selective Data Augmentation with Round-Trip Machine Translation ACL 2025 Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair NAACL 2025 Low-resource Machine Translation: what for? who for? An observational study on a dedicated Tetun language translation service NAACL 2025 Low-Resource Sign Language Glossing Profits From Data Augmentation AACL 2025 Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models NAACL 2025 Loyola at ArchEHR-QA 2025: Exploring Unsupervised Attribution of Generated Text: Attention and Clustering-Based Methods ACL 2025 LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation AAAI 2025