Techniques

AC-GC: Lossy Activation Compression with Guaranteed Convergence NeurIPS 2021 A Change of Variables Method For Rectangular Matrix-Vector Products AISTATS 2021 Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning NeurIPS 2021 Achieving Rotational Invariance with Bessel-Convolutional Neural Networks NeurIPS 2021 A Compression-Compilation Framework for On-mobile Real-time BERT Applications IJCAI 2021 A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning NeurIPS 2021 ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces AAAI 2021 Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection NeurIPS 2021 ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training ICML 2021 AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer ICCV 2021 AdaBins: Depth Estimation Using Adaptive Bins CVPR 2021 AdaFit: Rethinking Learning-Based Normal Estimation on Point Clouds ICCV 2021 AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights ICLR 2021 AdapterDrop: On the Efficiency of Adapters in Transformers EMNLP 2021 Adaptive Beam Search Decoding for Discrete Keyphrase Generation AAAI 2021 Adaptive Convolutional Neural Network for Text-Independent Speaker Recognition Interspeech 2021 Adaptive Convolutions With Per-Pixel Dynamic Filter Atom ICCV 2021 Adaptive Denoising via GainTuning NeurIPS 2021 Adaptive Proximal Gradient Methods for Structured Neural Networks NeurIPS 2021 Adaptive Text to Speech for Spontaneous Style Interspeech 2021 Adaptive wavelet distillation from neural networks through interpretations NeurIPS 2021 Adaptive wavelet pooling for convolutional neural networks AISTATS 2021 AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization NAACL 2021 A Deep Conditioning Treatment of Neural Networks ALT 2021 A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks and its Applications to Regularization AAAI 2021