Machine Learning

Backdoor Mitigation by Distance-Driven Detoxification ICCV 2025 Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models AAAI 2025 Background Invariance Testing According to Semantic Proximity ICCV 2025 BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step COLING 2025 Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction ICCV 2025 BackSlash: Rate Constrained Optimized Training of Large Language Models ICML 2025 Back to the Future of Integrated Robot Systems AAAI 2025 Backward Filtering Forward Guiding JMLR 2025 BadJudge: Backdoor Vulnerabilities of LLM-As-A-Judge ICLR 2025 Bad-PFL: Exploiting Backdoor Attacks against Personalized Federated Learning ICLR 2025 BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models CVPR 2025 BadVideo: Stealthy Backdoor Attack against Text-to-Video Generation ICCV 2025 BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance ACL 2025 Bagged k-Distance for Mode-Based Clustering Using the Probability of Localized Level Sets JMLR 2025 Bagged Regularized k-Distances for Anomaly Detection JMLR 2025 Bagging-Expert Network for Multi-Task Learning: A Depolarization Solution in Multi-Gate Mixture-of-Experts AAAI 2025 Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety EMNLP 2025 Bahash-AI at BLP-2025 Task 1: Bangla Hate Speech Detection using Data Augmentation and Pre-trained Model AACL 2025 Balance-Aware Sequence Sampling Makes Multi-Modal Learning Better IJCAI 2025 Balanced Adaptive Subspace Collaboration for Mixed Pareto-Lexicographic Multi-Objective Problems with Priority Levels AAAI 2025 Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization CVPR 2025 BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing ICML 2025 Balanced Learning for Domain Adaptive Semantic Segmentation ICML 2025 Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025 Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations ICLR 2025