Neural Networks

Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services CVPR 2021 Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics EMNLP 2021 Progressive Semantic Segmentation CVPR 2021 Progressive Temporal Feature Alignment Network for Video Inpainting CVPR 2021 Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo) AAAI 2021 Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise ICML 2021 Provable Lipschitz Certification for Generative Models ICML 2021 Provable Memorization via Deep Neural Networks using Sub-linear Parameters COLT 2021 Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size AAAI 2021 PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-Rigid Structure-From-Motion ICCV 2021 Pruning of Deep Spiking Neural Networks through Gradient Rewiring IJCAI 2021 Pruning Randomly Initialized Neural Networks with Iterative Randomization NeurIPS 2021 Pseudo 3D Auto-Correlation Network for Real Image Denoising CVPR 2021 PU-EVA: An Edge-Vector Based Approximation Solution for Flexible-Scale Point Cloud Upsampling ICCV 2021 PWCLO-Net: Deep LiDAR Odometry in 3D Point Clouds Using Hierarchical Embedding Mask Optimization CVPR 2021 PX-NET: Simple and Efficient Pixel-Wise Training of Photometric Stereo Networks ICCV 2021 PyMAF: 3D Human Pose and Shape Regression With Pyramidal Mesh Alignment Feedback Loop ICCV 2021 QPP: Real-Time Quantization Parameter Prediction for Deep Neural Networks CVPR 2021 Quality-Agnostic Image Recognition via Invertible Decoder CVPR 2021 Quantum-inspired Neural Network for Conversational Emotion Recognition AAAI 2021 Quaternion Graph Neural Networks ACML 2021 RangeIoUDet: Range Image Based Real-Time 3D Object Detector Optimized by Intersection Over Union CVPR 2021 Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator ICLR 2021 RaScaNet: Learning Tiny Models by Raster-Scanning Images CVPR 2021 Rational Polynomial Camera Model Warping for Deep Learning Based Satellite Multi-View Stereo Matching ICCV 2021