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Representation Learning

4,516 papers

Papers per year

Papers

Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video AAAI 2022
Towards End-to-End Image Compression and Analysis with Transformers AAAI 2022
Handwritten Mathematical Expression Recognition via Attention Aggregation Based Bi-directional Mutual Learning AAAI 2022
Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation AAAI 2022
Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection AAAI 2022
Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition AAAI 2022
Style-Guided and Disentangled Representation for Robust Image-to-Image Translation AAAI 2022
Perceptual Quality Assessment of Omnidirectional Images AAAI 2022
RRL: Regional Rotate Layer in Convolutional Neural Networks AAAI 2022
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022
FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022
Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition AAAI 2022
Learning Mixture of Domain-Specific Experts via Disentangled Factors for Autonomous Driving AAAI 2022
Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022
Siamese Network with Interactive Transformer for Video Object Segmentation AAAI 2022
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier AAAI 2022
Shrinking Temporal Attention in Transformers for Video Action Recognition AAAI 2022
Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022
Distribution Aware VoteNet for 3D Object Detection AAAI 2022
Memory-Guided Semantic Learning Network for Temporal Sentence Grounding AAAI 2022
Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory AAAI 2022
Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing AAAI 2022
Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection AAAI 2022
Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection AAAI 2022
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022