Neural Networks

Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022 Model-Based Image Signal Processors via Learnable Dictionaries AAAI 2022 Modeling extremes with d-max-decreasing neural networks UAI 2022 Modeling Irregular Time Series with Continuous Recurrent Units ICML 2022 Modeling Structure with Undirected Neural Networks ICML 2022 Model Preserving Compression for Neural Networks NeurIPS 2022 Model Transfer for Event tracking as Transcript Understanding for Videos of Small Group Interaction COLING 2022 Model Zoos: A Dataset of Diverse Populations of Neural Network Models NeurIPS 2022 ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias ICML 2022 Monaural Speech Enhancement Based on Spectrogram Decomposition for Convolutional Neural Network-sensitive Feature Extraction Interspeech 2022 MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction NeurIPS 2022 Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment IJCAI 2022 MORA: Improving Ensemble Robustness Evaluation with Model Reweighing Attack NeurIPS 2022 Most Activation Functions Can Win the Lottery Without Excessive Depth NeurIPS 2022 Motion-Adjustable Neural Implicit Video Representation CVPR 2022 MotionAug: Augmentation With Physical Correction for Human Motion Prediction CVPR 2022 MotionMixer: MLP-based 3D Human Body Pose Forecasting IJCAI 2022 MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification NeurIPS 2022 Multi-Branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions WACV 2022 Multichannel Speech Separation with Narrow-band Conformer Interspeech 2022 Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation Learning Interspeech 2022 Multi Label Loss Correction against Missing and Corrupted Labels ACML 2022 Multi-Layer Pseudo-Siamese Biaffine Model for Dependency Parsing COLING 2022 Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks IJCAI 2022 Multimodal Adversarially Learned Inference with Factorized Discriminators AAAI 2022