Neural Networks

PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising NeurIPS 2023 Pushing the Efficiency Limit Using Structured Sparse Convolutions WACV 2023 PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism ACL 2023 Pyramid Dual Domain Injection Network for Pan-sharpening ICCV 2023 Quantifying the Variability Collapse of Neural Networks ICML 2023 Quantitative Universal Approximation Bounds for Deep Belief Networks ICML 2023 QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms ICML 2023 Quantum-Inspired Spectral-Spatial Pyramid Network for Hyperspectral Image Classification CVPR 2023 Quasi-Equivalence between Width and Depth of Neural Networks JMLR 2023 RaMLP: Vision MLP via Region-aware Mixing IJCAI 2023 Random Feature Amplification: Feature Learning and Generalization in Neural Networks JMLR 2023 Random Feature Neural Networks Learn Black-Scholes Type PDEs Without Curse of Dimensionality JMLR 2023 Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks NeurIPS 2023 Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023 RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency NeurIPS 2023 Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization CVPR 2023 Real-Time Causal Spectro-Temporal Voice Activity Detection Based on Convolutional Encoding and Residual Decoding Interspeech 2023 Real Time Detection of Soft Voice for Speech Enhancement Interspeech 2023 Real-World Deep Local Motion Deblurring AAAI 2023 Re-Basin via Implicit Sinkhorn Differentiation CVPR 2023 Recon: Reducing Conflicting Gradients From the Root For Multi-Task Learning ICLR 2023 Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach AAAI 2023 Recurrent Attention Networks for Long-text Modeling ACL 2023 Recurrent Neural Language Models as Probabilistic Finite-state Automata EMNLP 2023 Recurrent Neural Networks and Universal Approximation of Bayesian Filters AISTATS 2023