Neural Networks

DBNet: A Dual-Branch Network Architecture Processing on Spectrum and Waveform for Single-Channel Speech Enhancement Interspeech 2021 DC3: A learning method for optimization with hard constraints ICLR 2021 DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation CVPR 2021 DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks ICCV 2021 De-Biasing Neural Networks With Estimated Offset for Class Imbalanced Learning WACV 2021 Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks AAAI 2021 Decomposable-Net: Scalable Low-Rank Compression for Neural Networks IJCAI 2021 Decoupling dynamics and sampling: RNNs for unevenly sampled data and flexible online predictions L4DC 2021 Deep Audio-Visual Speech Separation Based on Facial Motion Interspeech 2021 Deep Automatic Natural Image Matting IJCAI 2021 Deep Continuous Networks ICML 2021 Deep Convolutional Dictionary Learning for Image Denoising CVPR 2021 DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting AAAI 2021 DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction WACV 2021 Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments CVPR 2021 Deep Descriptive Clustering IJCAI 2021 Deep Differential Amplifier for Extractive Summarization ACL 2021 Deep Edge-Aware Interactive Colorization Against Color-Bleeding Effects ICCV 2021 Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning AAAI 2021 Deep Extended Hazard Models for Survival Analysis NeurIPS 2021 Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification AAAI 2021 Deep Fourier Kernel for Self-Attentive Point Processes AISTATS 2021 Deep Frequency Principle Towards Understanding Why Deeper Learning Is Faster AAAI 2021 Deep Halftoning With Reversible Binary Pattern ICCV 2021 Deep Image Compositing WACV 2021