Machine Learning

Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning AAAI 2025 CLASS: Conditional Latent Architecture for Search and Synthesis of Design Layouts WACV 2025 Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025 CLASS: Contrastive Learning via Action Sequence Supervision for Robot Manipulation CoRL 2025 ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance ICLR 2025 Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks ACL 2025 Class Distribution-induced Attention Map for Open-vocabulary Semantic Segmentations ICLR 2025 CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025 Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model NAACL 2025 Classic but Everlasting: Traditional Gradient-Based Algorithms Converge Fast Even in Time-Varying Multi-Player Games ICLR 2025 Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable CVPR 2025 Classification in the high dimensional Anisotropic mixture framework: A new take on Robust Interpolation JMLR 2025 Classification of High-dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data AISTATS 2025 Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025 Classifier-Free Guidance Inside the Attraction Basin May Cause Memorization CVPR 2025 Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification CVPR 2025 Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers CVPR 2025 Classifying and Tracking International Aid Contribution Towards SDGs IJCAI 2025 Classifying Copy Number Variations Using State Space Modeling of Targeted Sequencing Data: A Case Study in Thalassemia MLHC 2025 Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025 Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model AISTATS 2025 Class Semantic Attribute Perception Guided Zero-Shot Learning AAAI 2025 Class Token as Proxy: Optimal Transport-assisted Proxy Learning for Weakly Supervised Semantic Segmentation ICCV 2025 Class-Wise Federated Averaging for Efficient Personalization ICCV 2025 CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers AAAI 2025