Neural Networks

Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models ICML 2024 Invariant Physics-Informed Neural Networks for Ordinary Differential Equations JMLR 2024 Inverse Approximation Theory for Nonlinear Recurrent Neural Networks ICLR 2024 Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields CVPR 2024 IOFM: Using the Interpolation Technique on the Over-Fitted Models to Identify Clean-Annotated Samples AAAI 2024 IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs NeurIPS 2024 IReNe: Instant Recoloring of Neural Radiance Fields CVPR 2024 Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability ICLR 2024 IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance AAAI 2024 Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks? ICML 2024 Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts? ICML 2024 iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction AAAI 2024 Jointly-Learned Exit and Inference for a Dynamic Neural Network ICLR 2024 Joint prediction of subjective listening effort and speech intelligibility based on end-to-end learning Interspeech 2024 KEC_HAWKS@DravidianLangTech 2024 : Detecting Malayalam Fake News using Machine Learning Models EACL 2024 Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition Interspeech 2024 Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning AAAI 2024 KerasCV and KerasNLP: Multi-framework Models JMLR 2024 KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis NeurIPS 2024 KPConvX: Modernizing Kernel Point Convolution with Kernel Attention CVPR 2024 L2B: Learning to Bootstrap Robust Models for Combating Label Noise CVPR 2024 LaMAR: Laplacian Pyramid for Multimodal Adaptive Super Resolution (Student Abstract) AAAI 2024 Landmark-Guided Cross-Speaker Lip Reading with Mutual Information Regularization COLING 2024 Language Embedded 3D Gaussians for Open-Vocabulary Scene Understanding CVPR 2024 Language Identification of Philippine Creole Spanish: Discriminating Chavacano From Related Languages NAACL 2024