model generalization

A Data-Centric Approach to Generalizable Speech Deepfake Detection ACL 2026 Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing EACL 2026 Generative Modeling of Weights: Generalization or Memorization? CVPR 2026 HN-MVTS: HyperNetwork-based Multivariate Time Series Forecasting AAAI 2026 MSAT-LDM: Toward Transferable High-Fidelity Watermarking for Latent Diffusion Model via Modular Self-Augmented Training AAAI 2026 Test-Time Adaptation for Video Highlight Detection Using Meta-Auxiliary Learning and Cross-Modality Hallucinations WACV 2026 UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data (Student Abstract) AAAI 2026 ACE-G: Improving Generalization of Scene Coordinate Regression Through Query Pre-Training ICCV 2025 Advancing African-Accented English Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models ACL 2025 Adversarial Training for Probabilistic Robustness ICCV 2025 A Generalized Theory of Mixup for Structure-Preserving Synthetic Data AISTATS 2025 An Information-Theoretic Regularizer for Lossy Neural Image Compression ICCV 2025 Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization AAAI 2025 BackSlash: Rate Constrained Optimized Training of Large Language Models ICML 2025 Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning CVPR 2025 Boosting Adversarial Transferability through Augmentation in Hypothesis Space CVPR 2025 Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ACL 2025 Circuit Stability Characterizes Language Model Generalization ACL 2025 Continual Pre-Training is (not) What You Need in Domain Adaptation ACML 2025 DCR: Quantifying Data Contamination in LLMs Evaluation EMNLP 2025 DisPIM: Distilling PreTrained Image Models for Generalizable Visuo-Motor Control IJCAI 2025 Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization CVPR 2025 Donate or Create? Comparing Data Collection Strategies for Emotion-labeled Multimodal Social Media Posts ACL 2025 Dynamic Pseudo Labeling via Gradient Cutting for High-Low Entropy Exploration CVPR 2025 FedCPD:Personalized Federated Learning with Prototype-Enhanced Representation and Memory Distillation IJCAI 2025