Neural Networks

Projective Manifold Gradient Layer for Deep Rotation Regression CVPR 2022 projUNN: efficient method for training deep networks with unitary matrices NeurIPS 2022 Proof of Learning: Towards a Practical Blockchain Consensus Mechanism Using Directed Guiding Gradients (Student Abstract) AAAI 2022 ProtoRes: Proto-Residual Network for Pose Authoring via Learned Inverse Kinematics ICLR 2022 Prototype memory and attention mechanisms for few shot image generation ICLR 2022 Prototypical speaker-interference loss for target voice separation using non-parallel audio samples Interspeech 2022 Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection NeurIPS 2022 Provably Robust Adversarial Examples ICLR 2022 Proving the Lottery Ticket Hypothesis for Convolutional Neural Networks ICLR 2022 Proximal Optimal Transport Modeling of Population Dynamics AISTATS 2022 Proximal PanNet: A Model-Based Deep Network for Pansharpening AAAI 2022 Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NeurIPS 2022 Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022 PSMNet: Position-Aware Stereo Merging Network for Room Layout Estimation CVPR 2022 Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features ACL 2022 QaDialMoE: Question-answering Dialogue based Fact Verification with Mixture of Experts EMNLP 2022 QbyE-MLPMixer: Query-by-Example Open-Vocabulary Keyword Spotting using MLPMixer Interspeech 2022 Quantile regression with ReLU Networks: Estimators and minimax rates JMLR 2022 Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation ICLR 2022 Radio2Speech: High Quality Speech Recovery from Radio Frequency Signals Interspeech 2022 RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection Interspeech 2022 RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising CVPR 2022 RAGO: Recurrent Graph Optimizer for Multiple Rotation Averaging CVPR 2022 Random Gegenbauer Features for Scalable Kernel Methods ICML 2022 Rank Diminishing in Deep Neural Networks NeurIPS 2022