Architectures

Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks JMLR 2022 PRISM: Recurrent Neural Networks and Presolve Methods for Fast Mixed-integer Optimal Control L4DC 2022 Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption NAACL 2022 PrivateSNN: Privacy-Preserving Spiking Neural Networks AAAI 2022 Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022 PRNet: Point-Range Fusion Network for Real-Time LiDAR Semantic Segmentation IJCAI 2022 Proactive Robot Assistance via Spatio-Temporal Object Modeling CoRL 2022 Probabilistic Fusion of Neural Networks that Incorporates Global Information ACML 2022 Probabilistic spatial transformer networks UAI 2022 Probabilistic surrogate networks for simulators with unbounded randomness UAI 2022 Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design NeurIPS 2022 Probing BERT’s priors with serial reproduction chains ACL 2022 Probing Pretrained Models of Source Codes EMNLP 2022 Probing speech emotion recognition transformers for linguistic knowledge Interspeech 2022 Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification EMNLP 2022 Probing the representations of named entities in Transformer-based Language Models EMNLP 2022 Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer EMNLP 2022 Product Titles-to-Attributes As a Text-to-Text Task ACL 2022 ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning ICML 2022 Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection CVPR 2022 Progressive Class Semantic Matching for Semi-supervised Text Classification NAACL 2022 Progressive End-to-End Object Detection in Crowded Scenes CVPR 2022 Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction CVPR 2022 Progressive Minimal Path Method With Embedded CNN CVPR 2022 ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation AAAI 2022