Neural Networks

Cancellation of Local Competing Speaker with Near-Field Localization for Distributed ad-hoc Sensor Network Interspeech 2021 CANet: A Context-Aware Network for Shadow Removal ICCV 2021 Can Shape Structure Features Improve Model Robustness Under Diverse Adversarial Settings? ICCV 2021 Can we have it all? On the Trade-off between Spatial and Adversarial Robustness of Neural Networks NeurIPS 2021 Capsule Network Is Not More Robust Than Convolutional Network CVPR 2021 CapsuleRRT: Relationships-Aware Regression Tracking via Capsules CVPR 2021 Cascade Image Matting With Deformable Graph Refinement ICCV 2021 CAT-Net: Compression Artifact Tracing Network for Detection and Localization of Image Splicing WACV 2021 CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021 Certified Robustness to Programmable Transformations in LSTMs EMNLP 2021 Certifying Incremental Quadratic Constraints for Neural Networks via Convex Optimization L4DC 2021 Certify or Predict: Boosting Certified Robustness with Compositional Architectures ICLR 2021 Channel-Wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks Interspeech 2021 Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks IJCAI 2021 Characterizing signal propagation to close the performance gap in unnormalized ResNets ICLR 2021 Characterizing Structural Regularities of Labeled Data in Overparameterized Models ICML 2021 Charting and Navigating the Space of Solutions for Recurrent Neural Networks NeurIPS 2021 Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation ICCV 2021 Class-Based Neural Network Language Model for Second-Pass Rescoring in ASR Interspeech 2021 Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed ICML 2021 Class Semantics-Based Attention for Action Detection ICCV 2021 CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting AAAI 2021 CLUZH at SIGMORPHON 2021 Shared Task on Multilingual Grapheme-to-Phoneme Conversion: Variations on a Baseline ACL 2021 CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning MIDL 2021 CNN-Based Processing of Acoustic and Radio Frequency Signals for Speaker Localization from MAVs Interspeech 2021