deep neural network

A Hybrid Quantum-Classical Fusion for Deep Semantic Paraphrase Detection AACL 2025 AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks AAAI 2025 An Exploration of Interpretable Deep Learning Models for the Assessment of Mild Cognitive Impairment Interspeech 2025 ARiSE: Auto-Regressive Multi-Channel Speech Enhancement Interspeech 2025 A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025 Attack-inspired Calibration Loss for Calibrating Crack Recognition AAAI 2025 A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025 Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization AAAI 2025 BEEM: Boosting Performance of Early Exit DNNs using Multi-Exit Classifiers as Experts ICLR 2025 Biological Sequence Kernels with Guaranteed Flexibility JMLR 2025 Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security ICML 2025 Black-box Optimization with Unknown Constraints via Overparameterized Deep Neural Networks UAI 2025 Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature AAAI 2025 Bridging the Bandwidth Gap: A Mixed Band Telephonic Urdu ASR Approach with Domain Adaptation for Banking Applications COLING 2025 CBA: Backdoor Attack on Deep Speech Classification via Audio Compression Interspeech 2025 Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025 Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025 Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models AAAI 2025 DCT-CryptoNets: Scaling Private Inference in the Frequency Domain ICLR 2025 DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis CVPR 2025 Deep Networks Learn Features From Local Discontinuities in the Label Function ICLR 2025 Deep Neural Networks are Adaptive to Function Regularity and Data Distribution in Approximation and Estimation JMLR 2025 Difficulty-aware Balancing Margin Loss for Long-tailed Recognition AAAI 2025 Eigenvoice Synthesis based on Model Editing for Speaker Generation Interspeech 2025 Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning AAAI 2025