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Papers

Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power NeurIPS 2022 Width is Less Important than Depth in ReLU Neural Networks COLT 2022 WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022 Wind Prediction under Random Data Corruption (Student Abstract) AAAI 2022 Word Segmentation as Unsupervised Constituency Parsing ACL 2022 XAI Beyond Classification: Interpretable Neural Clustering JMLR 2022 Xu at SemEval-2022 Task 4: Pre-BERT Neural Network Methods vs Post-BERT RoBERTa Approach for Patronizing and Condescending Language Detection SemEval 2022 You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022 YuZu: Neural-Enhanced Volumetric Video Streaming NSDI 2022 Zero-Query Transfer Attacks on Context-Aware Object Detectors CVPR 2022 ZZ-Net: A Universal Rotation Equivariant Architecture for 2D Point Clouds CVPR 2022 3DeepCT: Learning Volumetric Scattering Tomography of Clouds ICCV 2021 3DPoseLite: A Compact 3D Pose Estimation Using Node Embeddings WACV 2021 A Backdoor Attack Against 3D Point Cloud Classifiers ICCV 2021 Abductive Knowledge Induction from Raw Data IJCAI 2021 A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs NeurIPS 2021 A case where a spindly two-layer linear network decisively outperforms any neural network with a fully connected input layer ALT 2021 Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform ICCV 2021 A Closer Look at Rotation-Invariant Deep Point Cloud Analysis ICCV 2021 A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection Interspeech 2021 A Comparative Study on Schema-Guided Dialogue State Tracking NAACL 2021 Acoustic Echo Cancellation with Cross-Domain Learning Interspeech 2021 Activate or Not: Learning Customized Activation CVPR 2021 Active learning and negative evidence for language identification NAACL 2021 AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition ICCV 2021