surrogate model

Guaranteed Prediction Sets for Functional Surrogate Models UAI 2025 High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws ICLR 2025 High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders ICLR 2025 Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement CVPR 2025 Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks AAAI 2025 Improving the Transferability of Adversarial Attacks on Face Recognition with Diverse Parameters Augmentation CVPR 2025 LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation ICLR 2025 LICO: Large Language Models for In-Context Molecular Optimization ICLR 2025 MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation ICLR 2025 MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning ICML 2025 Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025 Offline Model-Based Optimization by Learning to Rank ICLR 2025 On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations ICCV 2025 Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025 Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation NAACL 2025 RESuM: A Rare Event Surrogate Model for Physics Detector Design ICLR 2025 ReX: A Framework for Incorporating Temporal Information in Model-Agnostic Local Explanation Techniques AAAI 2025 Robust Multi-fidelity Bayesian Optimization with Deep Kernel and Partition AISTATS 2025 Scalable Surrogate Verification of Image-Based Neural Network Control Systems Using Composition and Unrolling AAAI 2025 Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025 SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems ICLR 2025 Transferrable Surrogates in Expressive Neural Architecture Search Spaces AutoML 2025 Understanding Model Ensemble in Transferable Adversarial Attack ICML 2025 Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models AISTATS 2025 Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content CVPR 2025