Machine Learning

GAIfE: Using GenAI to Improve Literacy in Low-resourced Settings NAACL 2025 Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes CVPR 2025 GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ACL 2025 Gain Tuning Is Not What You Need: Reward Gain Adaptation for Constrained Locomotion Learning RSS 2025 GaitContour: Efficient Gait Recognition Based on a Contour-Pose Representation WACV 2025 Gait-X: Exploring X modality for Generalized Gait Recognition ICCV 2025 Galileo: Learning Global & Local Features of Many Remote Sensing Modalities ICML 2025 GAMBIT+: A Challenge Set for Evaluating Gender Bias in Machine Translation Quality Estimation Metrics EMNLP 2025 Game4Loc: A UAV Geo-Localization Benchmark from Game Data AAAI 2025 Game Theory Meets Large Language Models: A Systematic Survey IJCAI 2025 GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025 Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition ICML 2025 Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models EMNLP 2025 GANDALF: Generative AttentioN based Data Augmentation and predictive modeLing Framework for personalized cancer treatment ICLR 2025 Gandalf the Red: Adaptive Security for LLMs ICML 2025 GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models ICML 2025 GAP: a Global Adaptive Pruning Method for Large Language Models EMNLP 2025 Gap-Dependent Bounds for Federated Q-Learning ICML 2025 Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition ICLR 2025 GAP: Gaussianize Any Point Clouds with Text Guidance ICCV 2025 GapMatch: Bridging Instance and Model Perturbations for Enhanced Semi-Supervised Medical Image Segmentation AAAI 2025 GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization ACL 2025 Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher ICLR 2025 GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification COLING 2025 GaRAGe: A Benchmark with Grounding Annotations for RAG Evaluation ACL 2025