Neural Networks

Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification NeurIPS 2021 Better Feature Integration for Named Entity Recognition NAACL 2021 Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning NAACL 2021 Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection CVPR 2021 Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference EMNLP 2021 Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters ICLR 2021 Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis IJCAI 2021 Bias Loss for Mobile Neural Networks ICCV 2021 Bidirectional Multiscale Feature Aggregation for Speaker Verification Interspeech 2021 Bifurcation Spiking Neural Network JMLR 2021 Binary Neural Network for Speaker Verification Interspeech 2021 BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models EMNLP 2021 Biological learning in key-value memory networks NeurIPS 2021 BN-NAS: Neural Architecture Search With Batch Normalization ICCV 2021 Body Meshes as Points CVPR 2021 Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging CVPR 2021 Boosting Monocular Depth Estimation With Lightweight 3D Point Fusion ICCV 2021 Boosting the Throughput and Accelerator Utilization of Specialized CNN Inference Beyond Increasing Batch Size ICML 2021 BossNAS: Exploring Hybrid CNN-Transformers With Block-Wisely Self-Supervised Neural Architecture Search ICCV 2021 BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point Clouds AAAI 2021 Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds ICCV 2021 Broadcasted Residual Learning for Efficient Keyword Spotting Interspeech 2021 Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation CVPR 2021 C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings SemEval 2021 CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency CVPR 2021