Techniques

BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization ICLR 2021 Building Interpretable Interaction Trees for Deep NLP Models AAAI 2021 CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks AAAI 2021 Calibration of Neural Networks using Splines ICLR 2021 Can Transformer Models Measure Coherence In Text: Re-Thinking the Shuffle Test ACL 2021 CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings NeurIPS 2021 CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG AAAI 2021 Cascaded Head-colliding Attention ACL 2021 Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences AAAI 2021 Catformer: Designing Stable Transformers via Sensitivity Analysis ICML 2021 CDFI: Compression-Driven Network Design for Frame Interpolation CVPR 2021 Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality EMNLP 2021 Characterizing signal propagation to close the performance gap in unnormalized ResNets ICLR 2021 ChartOCR: Data Extraction From Charts Images via a Deep Hybrid Framework WACV 2021 Chasing Sparsity in Vision Transformers: An End-to-End Exploration NeurIPS 2021 Checkerboard Context Model for Efficient Learned Image Compression CVPR 2021 ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information ACL 2021 CHIP: CHannel Independence-based Pruning for Compact Neural Networks NeurIPS 2021 ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations ICLR 2021 Circa: Stochastic ReLUs for Private Deep Learning NeurIPS 2021 Class Normalization for (Continual)? Generalized Zero-Shot Learning ICLR 2021 Cluster-Promoting Quantization With Bit-Drop for Minimizing Network Quantization Loss ICCV 2021 CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification ICCV 2021 CNNBiF: CNN-based Bigram Features for Named Entity Recognition EMNLP 2021 Coarse-Fine Networks for Temporal Activity Detection in Videos CVPR 2021