Neural Networks

Under-Display Camera Image Restoration with Scattering Effect ICCV 2023 Understanding and Improving Features Learned in Deep Functional Maps CVPR 2023 Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias ICML 2023 Understanding Multi-phase Optimization Dynamics and Rich Nonlinear Behaviors of ReLU Networks NeurIPS 2023 Understanding the Covariance Structure of Convolutional Filters ICLR 2023 Unified Adversarial Patch for Cross-Modal Attacks in the Physical World ICCV 2023 Unified Keypoint-Based Action Recognition Framework via Structured Keypoint Pooling CVPR 2023 Unified Model for Crystalline Material Generation IJCAI 2023 UniFolding: Towards Sample-efficient, Scalable, and Generalizable Robotic Garment Folding CoRL 2023 UniSim: A Neural Closed-Loop Sensor Simulator CVPR 2023 UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units ACL 2023 Universal Approximation Property of Invertible Neural Networks JMLR 2023 Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data ICML 2023 Unleashing the Potential of Spiking Neural Networks with Dynamic Confidence ICCV 2023 Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS ICCV 2023 Unsupervised 3D Object Learning through Neuron Activity aware Plasticity ICLR 2023 Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model EMNLP 2023 Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation AAAI 2023 Unsupervised Video Object Segmentation via Prototype Memory Network WACV 2023 Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features ICML 2023 Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation ICCV 2023 Using Ensemble Learning in Language Variety Identification EACL 2023 Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks AISTATS 2023 UV Volumes for Real-Time Rendering of Editable Free-View Human Performance CVPR 2023 VA-DepthNet: A Variational Approach to Single Image Depth Prediction ICLR 2023