Deep Learning

A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation WACV 2020 A Generative Model for Joint Natural Language Understanding and Generation ACL 2020 A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples COLING 2020 Age Progression and Regression with Spatial Attention Modules AAAI 2020 Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers AAAI 2020 Aggregating Crowd Wisdom with Side Information via a Clustering-based Label-aware Autoencoder IJCAI 2020 AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling EMNLP 2020 A Graduated Filter Method for Large Scale Robust Estimation CVPR 2020 A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction AAAI 2020 A Graph Auto-encoder Model of Derivational Morphology ACL 2020 A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation IJCAI 2020 A graph similarity for deep learning NeurIPS 2020 A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings EMNLP 2020 Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space NeurIPS 2020 A Group-Theoretic Framework for Data Augmentation NeurIPS 2020 A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality MIDL 2020 A Hierarchical Graph Network for 3D Object Detection on Point Clouds CVPR 2020 A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020 AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network EMNLP 2020 AI-Powered Oracle Bone Inscriptions Recognition and Fragments Rejoining IJCAI 2020 AirNet: A Calibration Model for Low-Cost Air Monitoring Sensors Using Dual Sequence Encoder Networks AAAI 2020 AI Sensing for Robotics using Deep Learning based Visual and Language Modeling ACL 2020 A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents COLING 2020 A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency AAAI 2020 A Joint Neural Model for Information Extraction with Global Features ACL 2020