Deep Learning

Neighbor2Neighbor: Self-Supervised Denoising From Single Noisy Images CVPR 2021 NeRD: Neural 3D Reflection Symmetry Detector CVPR 2021 Neural Lyapunov Redesign L4DC 2021 Neural Parts: Learning Expressive 3D Shape Abstractions With Invertible Neural Networks CVPR 2021 Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation CVPR 2021 Neural Symplectic Form: Learning Hamiltonian Equations on General Coordinate Systems NeurIPS 2021 Neural Temporal Point Processes: A Review IJCAI 2021 Non-Autoregressive Text Generation with Pre-trained Language Models EACL 2021 Non-Intrusive Speech Quality Assessment with Transfer Learning and Subject-Specific Scaling Interspeech 2021 Nonlinear Acoustic Echo Cancellation with Deep Learning Interspeech 2021 Nonlinear Data-Enabled Prediction and Control L4DC 2021 On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning AAAI 2021 Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network IJCAI 2021 On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR Interspeech 2021 Optimizing Reusable Knowledge for Continual Learning via Metalearning NeurIPS 2021 Personalized Keyphrase Detection Using Speaker and Environment Information Interspeech 2021 Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models AAAI 2021 Pixel-Wise Anomaly Detection in Complex Driving Scenes CVPR 2021 PointNetLK Revisited CVPR 2021 Positive-Congruent Training: Towards Regression-Free Model Updates CVPR 2021 Practical Wide-Angle Portraits Correction With Deep Structured Models CVPR 2021 Predicting Flashover Occurrence using Surrogate Temperature Data AAAI 2021 Predicting Traffic Congestion Evolution: A Deep Meta Learning Approach IJCAI 2021 PreferenceNet: Encoding Human Preferences in Auction Design with Deep Learning NeurIPS 2021 Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow CVPR 2021