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Representation Learning

4516 directly classified papers

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Papers

Memory-Augmented Temporal Dynamic Learning for Action Recognition AAAI 2019
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition AAAI 2019
Instance-Level Facial Attributes Transfer with Geometry-Aware Flow AAAI 2019
What and Where the Themes Dominate in Image AAAI 2019
Deep Single-View 3D Object Reconstruction with Visual Hull Embedding AAAI 2019
MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Localization AAAI 2019
CAPNet: Continuous Approximation Projection for 3D Point Cloud Reconstruction Using 2D Supervision AAAI 2019
Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-Based Sequence to Sequence Network AAAI 2019
Temporal Bilinear Networks for Video Action Recognition AAAI 2019
Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition AAAI 2019
Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module AAAI 2019
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles AAAI 2019
Video Object Detection with Locally-Weighted Deformable Neighbors AAAI 2019
MLVCNN: Multi-Loop-View Convolutional Neural Network for 3D Shape Retrieval AAAI 2019
Horizontal Pyramid Matching for Person Re-Identification AAAI 2019
Cubic LSTMs for Video Prediction AAAI 2019
Similarity Preserving Deep Asymmetric Quantization for Image Retrieval AAAI 2019
MR-NET: Exploiting Mutual Relation for Visual Relationship Detection AAAI 2019
TallyQA: Answering Complex Counting Questions AAAI 2019
On Lifted Inference Using Neural Embeddings AAAI 2019
Graph Convolutional Networks for Text Classification AAAI 2019
Adaptive Region Embedding for Text Classification AAAI 2019
Syntax-Aware Neural Semantic Role Labeling AAAI 2019
Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector AAAI 2019
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019