Deep Learning

ONCE-3DLanes: Building Monocular 3D Lane Detection CVPR 2022 Online Deep Equilibrium Learning for Regularization by Denoising NeurIPS 2022 Online Training Through Time for Spiking Neural Networks NeurIPS 2022 On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022 On the Prediction Network Architecture in RNN-T for ASR Interspeech 2022 On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses NeurIPS 2022 On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement Interspeech 2022 Optimizer Amalgamation ICLR 2022 Outlier Detection in Wind Turbine Frequency Converters Using Long-Term Sensor Data AAAI 2022 Overview of the Shared Task on Machine Translation in Dravidian Languages ACL 2022 PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs ICML 2022 Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning ICML 2022 Performance Improvement of Speech Emotion Recognition by Neutral Speech Detection Using Autoencoder and Intermediate Representation Interspeech 2022 Personalized Acoustic Echo Cancellation for Full-duplex Communications Interspeech 2022 Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing CVPR 2022 PhyIR: Physics-Based Inverse Rendering for Panoramic Indoor Images CVPR 2022 Physical Simulation Layer for Accurate 3D Modeling CVPR 2022 PlanarRecon: Real-Time 3D Plane Detection and Reconstruction From Posed Monocular Videos CVPR 2022 PodcastMix: A dataset for separating music and speech in podcasts Interspeech 2022 projUNN: efficient method for training deep networks with unitary matrices NeurIPS 2022 Proof of Learning: Towards a Practical Blockchain Consensus Mechanism Using Directed Guiding Gradients (Student Abstract) AAAI 2022 PROSPECT: Labeled Tandem Mass Spectrometry Dataset for Machine Learning in Proteomics NeurIPS 2022 Provably Confidential Language Modelling NAACL 2022 Proxy Learning of Visual Concepts of Fine Art Paintings from Styles through Language Models AAAI 2022 Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022