convolutional architecture

One-by-One Stainer: A Fast and Hallucination Resilient Domain Adaptation Method for Histopathology MIDL 2026 Can We Achieve Efficient Diffusion Without Self-Attention? Distilling Self-Attention into Convolutions ICCV 2025 Convolutional Differentiable Logic Gate Networks NeurIPS 2024 Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines NeurIPS 2024 Video Compression With Entropy-Constrained Neural Representations CVPR 2023 A Benchmark for Compositional Visual Reasoning NeurIPS 2022 BScNets: Block Simplicial Complex Neural Networks AAAI 2022 Approximation Theory of Convolutional Architectures for Time Series Modelling ICML 2021 Deep Generalized Convolutional Sum-Product Networks PGM 2020 MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation CVPR 2020 A Data-Driven and Distributed Approach to Sparse Signal Representation and Recovery ICLR 2019 AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis MIDL 2019 Grid R-CNN CVPR 2019 Quantifying Generalization in Reinforcement Learning ICML 2019 Learning to Detect Features in Texture Images CVPR 2018 Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains CVPR 2015 Predicting Depth, Surface Normals and Semantic Labels With a Common Multi-Scale Convolutional Architecture ICCV 2015 Winner-Take-All Autoencoders NeurIPS 2015 Deep Supervised and Convolutional Generative Stochastic Network for Protein Secondary Structure Prediction ICML 2014 Fast, Accurate Detection of 100,000 Object Classes on a Single Machine CVPR 2013 Texture Modeling with Convolutional Spike-and-Slab RBMs and Deep Extensions AISTATS 2013