deep neural network

Speaker Extraction with Detection of Presence and Absence of Target Speakers Interspeech 2023 Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases NeurIPS 2023 Squeeze Training for Adversarial Robustness ICLR 2023 Steganography of Steganographic Networks AAAI 2023 Streaming Active Learning with Deep Neural Networks ICML 2023 Surface Normal Estimation From Optimized and Distributed Light Sources Using DNN-Based Photometric Stereo WACV 2023 Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks ICLR 2023 TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023 Ted: Tree delineation with reduced dimensions using entropy and deep learning ACML 2023 TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees ACL 2023 The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023 The Contextual Lasso: Sparse Linear Models via Deep Neural Networks NeurIPS 2023 The Tunnel Effect: Building Data Representations in Deep Neural Networks NeurIPS 2023 Toward RAW Object Detection: A New Benchmark and a New Model CVPR 2023 Towards Better Explanations for Object Detection ACML 2023 Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance AAAI 2023 Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly NeurIPS 2023 Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023 Towards Safe AI: Sandboxing DNNs-Based Controllers in Stochastic Games AAAI 2023 Towards Stable Backdoor Purification through Feature Shift Tuning NeurIPS 2023 Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities NeurIPS 2023 Towards Two-point Neuron-inspired Energy-efficient Multimodal Open Master Hearing Aid Interspeech 2023 Towards Ultrasound Tongue Image prediction from EEG during speech production Interspeech 2023 Trompt: Towards a Better Deep Neural Network for Tabular Data ICML 2023 Two-stage holistic and contrastive explanation of image classification UAI 2023