Neural Networks

Relative Flatness and Generalization NeurIPS 2021 Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network CVPR 2021 Representational aspects of depth and conditioning in normalizing flows ICML 2021 Representation Costs of Linear Neural Networks: Analysis and Design NeurIPS 2021 Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models NeurIPS 2021 Representing ELMo embeddings as two-dimensional text online EACL 2021 Representing the Unification of Text Featurization using a Context-Free Grammar AAAI 2021 RepVGG: Making VGG-Style ConvNets Great Again CVPR 2021 RESA: Recurrent Feature-Shift Aggregator for Lane Detection AAAI 2021 Residual Echo and Noise Cancellation with Feature Attention Module and Multi-Domain Loss Function Interspeech 2021 Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping MIDL 2021 ResNet After All: Neural ODEs and Their Numerical Solution ICLR 2021 ResNet or DenseNet? Introducing Dense Shortcuts to ResNet WACV 2021 ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting ICCV 2021 Restoring Degraded Speech via a Modified Diffusion Model Interspeech 2021 Restoring Extremely Dark Images in Real Time CVPR 2021 Rethinking Channel Dimensions for Efficient Model Design CVPR 2021 Rethinking Coarse-To-Fine Approach in Single Image Deblurring ICCV 2021 Rethinking Neural Operations for Diverse Tasks NeurIPS 2021 Rethinking Perturbations in Encoder-Decoders for Fast Training NAACL 2021 Rethinking Self-Supervised Correspondence Learning: A Video Frame-Level Similarity Perspective ICCV 2021 Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs IJCAI 2021 Re-understanding Finite-State Representations of Recurrent Policy Networks ICML 2021 Revealing the Structure of Deep Neural Networks via Convex Duality ICML 2021 Reverse-Complement Equivariant Networks for DNA Sequences NeurIPS 2021