Techniques

Batch Normalization Orthogonalizes Representations in Deep Random Networks NeurIPS 2021 BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer NeurIPS 2021 Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression CVPR 2021 BCNet: Searching for Network Width With Bilaterally Coupled Network CVPR 2021 Benchmarking Ultra-High-Definition Image Super-Resolution ICCV 2021 Benefits of Linear Conditioning for Segmentation using Metadata MIDL 2021 BennettNLP at SemEval-2021 Task 5: Toxic Spans Detection using Stacked Embedding Powered Toxic Entity Recognizer SemEval 2021 BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation NeurIPS 2021 BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks ACL 2021 BERT & Family Eat Word Salad: Experiments with Text Understanding AAAI 2021 BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL 2021 BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks EMNLP 2021 BERTologiCoMix: How does Code-Mixing interact with Multilingual BERT? EACL 2021 Better Aggregation in Test-Time Augmentation ICCV 2021 Better Training using Weight-Constrained Stochastic Dynamics ICML 2021 Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning NeurIPS 2021 Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters ICLR 2021 BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification CVPR 2021 Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer EMNLP 2021 Binaural Audio-Visual Localization AAAI 2021 Bit-Mixer: Mixed-Precision Networks With Runtime Bit-Width Selection ICCV 2021 Boost Neural Networks by Checkpoints NeurIPS 2021 Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021 BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point Clouds AAAI 2021 BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction ICLR 2021