Techniques

On the Periodic Behavior of Neural Network Training with Batch Normalization and Weight Decay NeurIPS 2021 On the Predictability of Pruning Across Scales ICML 2021 OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization AAAI 2021 Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks ICLR 2021 Optimally Encoding Inductive Biases into the Transformer Improves End-to-End Speech Translation Interspeech 2021 Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search ICML 2021 Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth ICML 2021 Optimizing Deeper Transformers on Small Datasets ACL 2021 Orthogonalizing Convolutional Layers with the Cayley Transform ICLR 2021 Overfitting the Data: Compact Neural Video Delivery via Content-Aware Feature Modulation ICCV 2021 Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction AAAI 2021 PAConv: Position Adaptive Convolution With Dynamic Kernel Assembling on Point Clouds CVPR 2021 Papago’s Submission for the WMT21 Quality Estimation Shared Task EMNLP 2021 Parameter Efficient Multimodal Transformers for Video Representation Learning ICLR 2021 Parrot: Data-Driven Behavioral Priors for Reinforcement Learning ICLR 2021 Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021 PatchMatch-Based Neighborhood Consensus for Semantic Correspondence CVPR 2021 Patch-Wise Attention Network for Monocular Depth Estimation AAAI 2021 Path-BN: Towards effective batch normalization in the Path Space for ReLU networks UAI 2021 Pay Attention to MLPs NeurIPS 2021 PDAN: Pyramid Dilated Attention Network for Action Detection WACV 2021 PermuteFormer: Efficient Relative Position Encoding for Long Sequences EMNLP 2021 Permute, Quantize, and Fine-Tune: Efficient Compression of Neural Networks CVPR 2021 Personalized Outfit Recommendation With Learnable Anchors CVPR 2021 Person Re-Identification Using Heterogeneous Local Graph Attention Networks CVPR 2021