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94 papers

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Co-occurring keywords

convolutional neural network (4226) model compression (3302) image classification (1944) kernel methods (1097) semantic segmentation (3186) neural network (6616) object detection (2762) image generation (2073) attention mechanism (4001) kernel approximation (100)

Papers

Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models NIPS 2022
Holistic Modeling In Medical Image Segmentation Using Spatial Recurrence MIDL 2022
An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks AAAI 2022
Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness ICML 2022
Convolution of Convolution: Let Kernels Spatially Collaborate CVPR 2022
Fully Attentional Network for Semantic Segmentation AAAI 2022
Learning curves of generic features maps for realistic datasets with a teacher-student model NIPS 2021
Region Similarity Representation Learning ICCV 2021
CHIP: CHannel Independence-based Pruning for Compact Neural Networks NIPS 2021
Divide-and-Assemble: Learning Block-Wise Memory for Unsupervised Anomaly Detection ICCV 2021
Mutual Graph Learning for Camouflaged Object Detection CVPR 2021
Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation CVPR 2021
Nested Barycentric Coordinate System as an Explicit Feature Map AISTATS 2021
Finetuning Pretrained Transformers into RNNs EMNLP 2021
SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks ICML 2021
How Much Deep Learning does Neural Style Transfer Really Need? An Ablation Study WACV 2020
Convolutional Kernel Networks for Graph-Structured Data ICML 2020
GhostNet: More Features From Cheap Operations CVPR 2020
HRank: Filter Pruning Using High-Rank Feature Map CVPR 2020
Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks COLING 2020
Non-Euclidean Universal Approximation NIPS 2020
Feature Statistics Guided Efficient Filter Pruning IJCAI 2020
Feature-map-level Online Adversarial Knowledge Distillation ICML 2020
Dynamic Sampling Network for Semantic Segmentation AAAI 2020
Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks AAAI 2020