deep neural network

Mining bias-target Alignment from Voronoi Cells ICCV 2023 Mitigating Dataset Bias by Using Per-Sample Gradient ICLR 2023 Mitigating Memorization of Noisy Labels by Clipping the Model Prediction ICML 2023 Model Compression for DNN-based Speaker Verification Using Weight Quantization Interspeech 2023 Mutual Learning for Long-Tailed Recognition WACV 2023 Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives NeurIPS 2023 NeuPSL: Neural Probabilistic Soft Logic IJCAI 2023 Neural (Tangent Kernel) Collapse NeurIPS 2023 NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation ICML 2023 Noise Injection Node Regularization for Robust Learning ICLR 2023 Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition IJCAI 2023 One-Pixel Shortcut: On the Learning Preference of Deep Neural Networks ICLR 2023 On skip connections and normalisation layers in deep optimisation NeurIPS 2023 On the Calibration of Probabilistic Classifier Sets AISTATS 2023 On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition Interspeech 2023 On the Overlooked Structure of Stochastic Gradients NeurIPS 2023 OTOv2: Automatic, Generic, User-Friendly ICLR 2023 Overlooked Factors in Concept-Based Explanations: Dataset Choice, Concept Learnability, and Human Capability CVPR 2023 Parallel Deep Neural Networks Have Zero Duality Gap ICLR 2023 Parametric Surface Constrained Upsampler Network for Point Cloud AAAI 2023 Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex NeurIPS 2023 Persistent Homology through Image Segmentation (Student Abstract) AAAI 2023 Plateau in Monotonic Linear Interpolation --- A "Biased" View of Loss Landscape for Deep Networks ICLR 2023 Poisoning-Based Backdoor Attacks in Computer Vision AAAI 2023 Precise Asymptotic Analysis of Deep Random Feature Models COLT 2023