deep neural network

Input Margins Can Predict Generalization Too AAAI 2024 Interference Aware Training Target for DNN based joint Acoustic Echo Cancellation and Noise Suppression Interspeech 2024 Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models CVPR 2024 IPRemover: A Generative Model Inversion Attack against Deep Neural Network Fingerprinting and Watermarking AAAI 2024 Knowledge Distillation for Tiny Speech Enhancement with Latent Feature Augmentation Interspeech 2024 Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation OSDI 2024 Learning Intra-Class Multimodal Distributions With Orthonormal Matrices WACV 2024 Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models AISTATS 2024 LIVENet: A Novel Network for Real-World Low-Light Image Denoising and Enhancement WACV 2024 Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models CVPR 2024 MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks AAAI 2024 Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary ICML 2024 More is Better: Deep Domain Adaptation with Multiple Sources IJCAI 2024 Multi-mic Echo Cancellation Coalesced with Beamforming for Real World Adverse Acoustic Conditions Interspeech 2024 Multi-Objective Learning for Deformable Image Registration MIDL 2024 NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack AAAI 2024 Neural Active Learning Meets the Partial Monitoring Framework UAI 2024 Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean AISTATS 2024 Neural collapse vs. low-rank bias: Is deep neural collapse really optimal? NeurIPS 2024 Nonparametric Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks JMLR 2024 On the Over-Memorization During Natural, Robust and Catastrophic Overfitting ICLR 2024 On the Use of Anchoring for Training Vision Models NeurIPS 2024 Optimal deep learning of holomorphic operators between Banach spaces NeurIPS 2024 PAD: A Robustness Enhancement Ensemble Method via Promoting Attention Diversity COLING 2024 Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories IJCAI 2024