gaussian distribution

Uncertainty-Aware Contrastive Learning with Hard Negative Sampling for Code Search Tasks AAAI 2025 Active Learning of General Halfspaces: Label Queries vs Membership Queries NeurIPS 2024 A faster and simpler algorithm for learning shallow networks COLT 2024 Divide and not forget: Ensemble of selectively trained experts in Continual Learning ICLR 2024 PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation ICML 2024 Reliable Learning of Halfspaces under Gaussian Marginals NeurIPS 2024 Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination ICML 2024 Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models NeurIPS 2024 Stochastic positional embeddings improve masked image modeling ICML 2024 Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning NeurIPS 2024 Testable Learning of General Halfspaces with Adversarial Label Noise COLT 2024 Testably Learning Polynomial Threshold Functions NeurIPS 2024 Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions MIDL 2024 Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure NeurIPS 2024 Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification AAAI 2024 Agnostic Learning of General ReLU Activation Using Gradient Descent ICLR 2023 Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023 Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations AAAI 2023 Dealing with Unknown Variances in Best-Arm Identification ALT 2023 Distributed Hierarchical Distribution Control for Very-Large-Scale Clustered Multi-Agent Systems RSS 2023 Diversity-enhanced probabilistic ensemble for uncertainty estimation UAI 2023 Efficient Testable Learning of Halfspaces with Adversarial Label Noise NeurIPS 2023 Gaussian Distributed Prototypical Network for Few-shot Genomic Variant Detection ACL 2023 IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction CVPR 2023 Learning Narrow One-Hidden-Layer ReLU Networks COLT 2023