Efficient Computing

Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval EMNLP 2021 Initialization and Regularization of Factorized Neural Layers ICLR 2021 Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding ACL 2021 Interactive Speech and Noise Modeling for Speech Enhancement AAAI 2021 IrEne: Interpretable Energy Prediction for Transformers ACL 2021 Is “moby dick” a Whale or a Bird? Named Entities and Terminology in Speech Translation EMNLP 2021 Isometric Transformation Invariant and Equivariant Graph Convolutional Networks ICLR 2021 Iterative Deep Model Compression and Acceleration in the Frequency Domain ACML 2021 KGDet: Keypoint-Guided Fashion Detection AAAI 2021 KNAS: Green Neural Architecture Search ICML 2021 KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning ICML 2021 K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets ICML 2021 Language Resource Efficient Learning for Captioning EMNLP 2021 Layer Pruning on Demand with Intermediate CTC Interspeech 2021 Learnable Companding Quantization for Accurate Low-Bit Neural Networks CVPR 2021 Learnable Embedding sizes for Recommender Systems ICLR 2021 Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection NeurIPS 2021 Learning Accurate Entropy Model with Global Reference for Image Compression ICLR 2021 Learning a Neural Diff for Speech Models Interspeech 2021 Learning Compact Metrics for MT EMNLP 2021 Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation CVPR 2021 Learning Frequency-Aware Dynamic Network for Efficient Super-Resolution ICCV 2021 Learning Hard Retrieval Decoder Attention for Transformers EMNLP 2021 Learning Incompressible Fluid Dynamics from Scratch - Towards Fast, Differentiable Fluid Models that Generalize ICLR 2021 Learning Mesh-Based Simulation with Graph Networks ICLR 2021