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Self-Supervised Learning

2959 directly classified papers

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Papers

Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition INTERSPEECH 2022
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load INTERSPEECH 2022
TRILLsson: Distilled Universal Paralinguistic Speech Representations INTERSPEECH 2022
Independence-based Joint Dereverberation and Separation with Neural Source Model INTERSPEECH 2022
Dynamic Nonlinear Mixup with Distance-based Sample Selection COLING 2022
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild WACV 2022
FLUID: Few-Shot Self-Supervised Image Deraining WACV 2022
Unsupervised Question Answering via Answer Diversifying COLING 2022
Pose and Joint-Aware Action Recognition WACV 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification NIPS 2022
Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022
Uncertainty Learning Towards Unsupervised Deformable Medical Image Registration WACV 2022
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation COLING 2022
On Mixup Regularization JMLR 2022
An Unsupervised Hunt for Gravitational Lenses AISTATS 2022
Unlabeled Data Help: Minimax Analysis and Adversarial Robustness AISTATS 2022
Unsupervised Single Document Abstractive Summarization using Semantic Units IJCNLP 2022
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022
Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022
Group Contextualization for Video Recognition CVPR 2022
Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects CVPR 2022
Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography CVPR 2022
Gated2Gated: Self-Supervised Depth Estimation From Gated Images CVPR 2022
Degradation-Agnostic Correspondence From Resolution-Asymmetric Stereo CVPR 2022
Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition CVPR 2022