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123 papers

Papers

SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning ICLR 2022 CHIP: CHannel Independence-based Pruning for Compact Neural Networks NeurIPS 2021 Divide-and-Assemble: Learning Block-Wise Memory for Unsupervised Anomaly Detection ICCV 2021 Finetuning Pretrained Transformers into RNNs EMNLP 2021 Learning curves of generic features maps for realistic datasets with a teacher-student model NeurIPS 2021 LiftPool: Bidirectional ConvNet Pooling ICLR 2021 Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation CVPR 2021 Mutual Graph Learning for Camouflaged Object Detection CVPR 2021 Nested Barycentric Coordinate System as an Explicit Feature Map AISTATS 2021 On Query-efficient Planning in MDPs under Linear Realizability of the Optimal State-value Function COLT 2021 On the Universality of the Double Descent Peak in Ridgeless Regression ICLR 2021 Region Similarity Representation Learning ICCV 2021 SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks ICML 2021 Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks AAAI 2020 Convolutional Kernel Networks for Graph-Structured Data ICML 2020 Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection IJCAI 2020 Dynamic Sampling Network for Semantic Segmentation AAAI 2020 Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks COLING 2020 Enhancing Cross-Task Black-Box Transferability of Adversarial Examples With Dispersion Reduction CVPR 2020 Feature-map-level Online Adversarial Knowledge Distillation ICML 2020 Feature Statistics Guided Efficient Filter Pruning IJCAI 2020 GhostNet: More Features From Cheap Operations CVPR 2020 How Much Deep Learning does Neural Style Transfer Really Need? An Ablation Study WACV 2020 HRank: Filter Pruning Using High-Rank Feature Map CVPR 2020 Improving Object Detection with Inverted Attention WACV 2020