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conftrace_

generalization performance

131 papers

Papers

Diversity patterns run deep: Impact of diversity intake on multiword expression identification EACL 2026 Detecting Adversarial Data Using Perturbation Forgery CVPR 2025 FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates ICML 2025 From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons CVPR 2025 Human Cognition-Inspired Hierarchical Fuzzy Learning Machine ICML 2025 Label Noise Correction via Fuzzy Learning Machine AAAI 2025 LMO: Linear Mamba Operator for MRI Reconstruction CVPR 2025 Mixup Regularization: A Probabilistic Perspective UAI 2025 Nonparametric Teaching for Graph Property Learners ICML 2025 On Memorization of Large Language Models in Logical Reasoning IJCNLP 2025 Reinforcement Learning-Guided Data Selection via Redundancy Assessment ICCV 2025 SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025 Stabilizing Sharpness-Aware Minimization Through A Simple Renormalization Strategy JMLR 2025 Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025 Understanding Generalization in Quantum Machine Learning with Margins ICML 2025 Weight matrices compression based on PDB model in deep neural networks ICML 2025 Widening the Network Mitigates the Impact of Data Heterogeneity on FedAvg ICML 2025 AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024 A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression NeurIPS 2024 Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality ICLR 2024 Deep Fusion: Efficient Network Training via Pre-trained Initializations ICML 2024 Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers NeurIPS 2024 Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability AISTATS 2024 Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models ICLR 2024 Emergent Communication with Conversational Repair ICLR 2024