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Representation Learning

4,516 papers

Papers per year

Papers

Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022
Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction AAAI 2022
PMAL: Open Set Recognition via Robust Prototype Mining AAAI 2022
Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images AAAI 2022
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation AAAI 2022
Generative Adaptive Convolutions for Real-World Noisy Image Denoising AAAI 2022
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels AAAI 2022
Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels AAAI 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022
Dual Contrastive Learning for General Face Forgery Detection AAAI 2022
MTLDesc: Looking Wider to Describe Better AAAI 2022
Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation AAAI 2022
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022
Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval AAAI 2022
Detail-Preserving Transformer for Light Field Image Super-resolution AAAI 2022
Pose-Guided Feature Disentangling for Occluded Person Re-identification Based on Transformer AAAI 2022
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding AAAI 2022
Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 2022
Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation AAAI 2022
ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising AAAI 2022
AdaptivePose: Human Parts as Adaptive Points AAAI 2022
Learning Quality-Aware Representation for Multi-Person Pose Regression AAAI 2022
Detailed Facial Geometry Recovery from Multi-View Images by Learning an Implicit Function AAAI 2022
FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration AAAI 2022