Machine Learning

Enhanced Sample Selection with Confidence Tracking: Identifying Correctly Labeled Yet Hard-to-Learn Samples in Noisy Data AAAI 2025 Enhanced then Progressive Fusion with View Graph for Multi-View Clustering CVPR 2025 Enhanced Unsupervised Discriminant Dimensionality Reduction for Nonlinear Data IJCAI 2025 Enhanced Visual-Semantic Interaction with Tailored Prompts for Pedestrian Attribute Recognition CVPR 2025 Enhanced Zero-Shot Machine Translation via Fixed Prefix Pair Bootstrapping NAACL 2025 Enhance Modality Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting AAAI 2025 Enhance Multi-View Classification Through Multi-Scale Alignment and Expanded Boundary ICLR 2025 Enhance Vision-Language Alignment with Noise AAAI 2025 Enhancing 3D Gaze Estimation in the Wild using Weak Supervision with Gaze Following Labels CVPR 2025 Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability ICML 2025 Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling ICCV 2025 Enhancing Adversarial Transferability in Visual-Language Pre-training Models via Local Shuffle and Sample-based Attack NAACL 2025 Enhancing Adversarial Transferability with Adversarial Weight Tuning AAAI 2025 Enhancing Adversarial Transferability with Checkpoints of a Single Model's Training CVPR 2025 Enhancing Aging Biomarker Research through Large Language Models and Knowledge Graphs (Student Abstract) AAAI 2025 Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025 Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025 Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025 Enhancing Arabic NLP Tasks through Character-Level Models and Data Augmentation COLING 2025 Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization AAAI 2025 Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ACL 2025 Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models RSS 2025 Enhancing BERT Fine-Tuning for Sentiment Analysis in Lower-Resourced Languages IJCNLP 2025 Enhancing Causal Relationship Detection Using Prompt Engineering and Large Language Models COLING 2025 Enhancing Certified Robustness via Block Reflector Orthogonal Layers and Logit Annealing Loss ICML 2025