deep neural network

Causality-Driven Audits of Model Robustness WACV 2026 Distilling Quasi-Conformal Mapping: A Generalizable and Efficient Solution for Wide-Angle Correction CVPR 2026 Distribution Highlighted Reference-based Label Distribution Learning for Facial Age Estimation WACV 2026 Elite Pattern Reinforcement for Vehicle Routing Problems AAAI 2026 ENCORE : A Neural Collapse Perspective on Out-of-Distribution Detection in Deep Neural Networks WACV 2026 Enhancing Interpretability for Vision Models via Shapley Value Optimization AAAI 2026 Error Analysis for Deep ReLU Feedforward Density-Ratio Estimation with Bregman Divergence JMLR 2026 FENIX: Enabling In-Network DNN Inference with FPGA-Enhanced Programmable Switches NSDI 2026 Fusing Deep Learning and Fuzzy Logic: A Framework for Adaptive and Scalable Interpretability AAAI 2026 Good Can Sometimes be Bad: A Unified Attack against 3D Point Cloud Classifier by a Flexible Isotropic Resampling CVPR 2026 Improved Wildfire Spread Prediction with Time-Series Data and the WSTS+ Benchmark WACV 2026 Improving Adversarial Transferability with Local Perturbation Augmentation CVPR 2026 MaskDiME: Adaptive Masked Diffusion for Precise and Efficient Visual Counterfactual Explanations CVPR 2026 Nonlocal Techniques for the Analysis of Deep ReLU Neural Network Approximations JMLR 2026 On the Impact of Weight Quantization on Deep Neural Network Uncertainty AAAI 2026 Probabilistic Rainfall Downscaling: Joint Generalized Neural Models with Censored Spatial Gaussian Copula JMLR 2026 Selective Knowledge Distillation: Fusing LLM Semantic Strengths with DNN Efficiency for Binary Code Similarity Detection ACL 2026 Supervised Dynamic Dimension Reduction with Deep Neural Network AAAI 2026 The Invisible Gorilla Effect in Out-of-distribution Detection CVPR 2026 TTF: A Trapezoidal Temporal Fusion Framework for LTV Forecasting in Douyin AAAI 2026 UCDSC: Open Set UnCertainty aware Deep Simplex Classifier for Medical Image Datasets WACV 2026 Unleash All Cores: Asymmetry-Aware Scalable DNN Inference on Mobile CPUs OSDI 2026 Unnoticed Yet Effective: A Hybrid Physical Camouflage Framework Against DNNs and Human Perception AAAI 2026 Active Learning for Image Segmentation with Binary User Feedback WACV 2025 Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks AAAI 2025