Machine Learning

Gradient Equilibrium in Online Learning: Theory and Applications JMLR 2025 Gradient Extrapolation for Debiased Representation Learning ICCV 2025 Gradient Flow Provably Learns Robust Classifiers for Orthonormal GMMs ICML 2025 Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification ACL 2025 Gradient-Free Generation for Hard-Constrained Systems ICLR 2025 Gradient-Guided Annealing for Domain Generalization CVPR 2025 Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation NAACL 2025 Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing AAAI 2025 Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization COLING 2025 Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning CVPR 2025 Gradient Inversion of Multimodal Models ICML 2025 Gradient Masters at BLP-2025 Task 1: Advancing Low-Resource NLP for Bengali using Ensemble-Based Adversarial Training for Hate Speech Detection AACL 2025 Gradient Methods with Online Scaling COLT 2025 Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion ICCV 2025 Gradient Short-Circuit: Efficient Out-of-Distribution Detection via Feature Intervention ICCV 2025 Gradient Weight-normalized Low-rank Projection for Efficient LLM Training AAAI 2025 Grading Massive Open Online Courses Using Large Language Models COLING 2025 GradOT: Training-free Gradient-preserving Offsite-tuning for Large Language Models ACL 2025 GradPS: Resolving Futile Neurons in Parameter Sharing Network for Multi-Agent Reinforcement Learning ICML 2025 GradQ-ViT: Robust and Efficient Gradient Quantization for Vision Transformers AAAI 2025 GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025 GRAG: Graph Retrieval-Augmented Generation NAACL 2025 GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection EMNLP 2025 GRAIN: Exact Graph Reconstruction from Gradients ICLR 2025 GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025