Neural Networks

RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression ICML 2022 Rapid Model Architecture Adaption for Meta-Learning NeurIPS 2022 RBGNet: Ray-Based Grouping for 3D Object Detection CVPR 2022 RCL: Recurrent Continuous Localization for Temporal Action Detection CVPR 2022 RCP: Recurrent Closest Point for Point Cloud CVPR 2022 R(Det)2: Randomized Decision Routing for Object Detection CVPR 2022 Real-time Mapping of Physical Scene Properties with an Autonomous Robot Experimenter CoRL 2022 Real-Time Object Detection for Streaming Perception CVPR 2022 Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks NeurIPS 2022 RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks CVPR 2022 Recent Advances and New Frontiers in Spiking Neural Networks IJCAI 2022 Recent Advances in Concept Drift Adaptation Methods for Deep Learning IJCAI 2022 Recent Advances on Neural Network Pruning at Initialization IJCAI 2022 Reciprocal MIND MELD: Improving Learning From Demonstration via Personalized, Reciprocal Teaching CoRL 2022 Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition EMNLP 2022 Reconstructing Training Data From Trained Neural Networks NeurIPS 2022 Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms NeurIPS 2022 Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs ICML 2022 Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems AAAI 2022 Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality EMNLP 2022 Reducing Energy Consumption of Pressure Sensor Calibration Using Polynomial HyperNetworks with Fourier Features AAAI 2022 reducing multilingual context confusion for end-to-end code-switching automatic speech recognition Interspeech 2022 Redundant representations help generalization in wide neural networks NeurIPS 2022 ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022 Reflection and Rotation Symmetry Detection via Equivariant Learning CVPR 2022