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Model Architecture

4,351 papers

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Papers

How Framelets Enhance Graph Neural Networks ICML 2021
Multi-view Feature Augmentation with Adaptive Class Activation Mapping IJCAI 2021
Few-shot Neural Human Performance Rendering from Sparse RGBD Videos IJCAI 2021
Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields IJCAI 2021
Multi-Channel Pooling Graph Neural Networks IJCAI 2021
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System IJCAI 2021
Interpretable Compositional Convolutional Neural Networks IJCAI 2021
Uncertainty-aware Binary Neural Networks IJCAI 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy IJCAI 2021
Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021
A Compression-Compilation Framework for On-mobile Real-time BERT Applications IJCAI 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation IJCNLP 2021
Learning Language Specific Sub-network for Multilingual Machine Translation IJCNLP 2021
Introducing Orthogonal Constraint in Structural Probes IJCNLP 2021
Attention Calibration for Transformer in Neural Machine Translation IJCNLP 2021
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention IJCNLP 2021
MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition IJCNLP 2021
Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation IJCNLP 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences IJCNLP 2021
BinaryBERT: Pushing the Limit of BERT Quantization IJCNLP 2021
Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks IJCNLP 2021
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution IJCNLP 2021
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators IJCNLP 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding IJCNLP 2021
The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models IJCNLP 2021