Deep Learning

Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis AAAI 2022 Training Spiking Neural Networks with Event-driven Backpropagation NeurIPS 2022 Training Uncertainty-Aware Classifiers with Conformalized Deep Learning NeurIPS 2022 Trajectory Optimization for Physics-Based Reconstruction of 3D Human Pose From Monocular Video CVPR 2022 Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis Interspeech 2022 TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection WACV 2022 Trusted Multi-View Deep Learning with Opinion Aggregation AAAI 2022 TweetFinSent: A Dataset of Stock Sentiments on Twitter EMNLP 2022 UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI AAAI 2022 Uncertainty Calibration for Deep Audio Classifiers Interspeech 2022 Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022 Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022 URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement CVPR 2022 Validity Assessment of Legal Will Statements as Natural Language Inference EMNLP 2022 WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting NeurIPS 2022 What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022 What Makes for Effective Few-Shot Point Cloud Classification? WACV 2022 3DeepCT: Learning Volumetric Scattering Tomography of Clouds ICCV 2021 Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework ICML 2021 A Closer Look at Rotation-Invariant Deep Point Cloud Analysis ICCV 2021 A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection Interspeech 2021 Active Deep Probabilistic Subsampling ICML 2021 Adapting Neural Machine Translation for Automatic Post-Editing EMNLP 2021 Adaptive Consistency Prior Based Deep Network for Image Denoising CVPR 2021 Adaptive Proximal Gradient Methods for Structured Neural Networks NeurIPS 2021