Neural Networks

UnitNet-Based Hybrid Speech Synthesis Interspeech 2021 Universal approximation power of deep residual neural networks via nonlinear control theory ICLR 2021 Unsupervised Cycle-Consistent Network for Removing Susceptibility Artifacts in Single-shot EPI ACML 2021 Unsupervised Depth Completion With Calibrated Backprojection Layers ICCV 2021 Unsupervised Non-Rigid Image Distortion Removal via Grid Deformation ICCV 2021 Unsupervised Progressive Learning and the STAM Architecture IJCAI 2021 Unsupervised Representation Learning via Neural Activation Coding ICML 2021 UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter SemEval 2021 User-Guided Line Art Flat Filling With Split Filling Mechanism CVPR 2021 Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems ACL 2021 Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks NeurIPS 2021 UV-Net: Learning From Boundary Representations CVPR 2021 Variable-Rate Deep Image Compression Through Spatially-Adaptive Feature Transform ICCV 2021 Variable Selection with Rigorous Uncertainty Quantification using Deep Bayesian Neural Networks: Posterior Concentration and Bernstein-von Mises Phenomenon AISTATS 2021 Variational Relational Point Completion Network CVPR 2021 VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments ICLR 2021 V-DESIRR: Very Fast Deep Embedded Single Image Reflection Removal ICCV 2021 VDSM: Unsupervised Video Disentanglement With State-Space Modeling and Deep Mixtures of Experts CVPR 2021 Vector Neurons: A General Framework for SO(3)-Equivariant Networks ICCV 2021 Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms ICLR 2021 VENet: Voting Enhancement Network for 3D Object Detection ICCV 2021 Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing CVPR 2021 Vid2Int: Detecting Implicit Intention From Long Dialog Videos WACV 2021 Video Instance Segmentation With a Propose-Reduce Paradigm ICCV 2021 Video Rescaling Networks With Joint Optimization Strategies for Downscaling and Upscaling CVPR 2021