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Self-Supervised Learning

3,224 papers

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Papers

Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions CVPR 2022
Blind2Unblind: Self-Supervised Image Denoising With Visible Blind Spots CVPR 2022
Let Invariant Rationale Discovery Inspire Graph Contrastive Learning ICML 2022
Learning Symmetric Rules with SATNet NIPS 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing NIPS 2022
Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis CVPR 2022
MOVE: Unsupervised Movable Object Segmentation and Detection NIPS 2022
Fusion of Self-supervised Learned Models for MOS Prediction INTERSPEECH 2022
A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications AAAI 2022
A Unified Model for Multi-class Anomaly Detection NIPS 2022
Textless Speech-to-Speech Translation on Real Data NAACL 2022
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation CVPR 2022
FreeSOLO: Learning To Segment Objects Without Annotations CVPR 2022
MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound CVPR 2022
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation INTERSPEECH 2022
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis CVPR 2022
TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training NIPS 2022
Backdoor Attacks on Self-Supervised Learning CVPR 2022
Deep Graph Clustering via Dual Correlation Reduction AAAI 2022
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition INTERSPEECH 2022
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages ACL 2022
All-in-One Image Restoration for Unknown Corruption CVPR 2022
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition INTERSPEECH 2022
Point-BERT: Pre-Training 3D Point Cloud Transformers With Masked Point Modeling CVPR 2022
Unpaired Cartoon Image Synthesis via Gated Cycle Mapping CVPR 2022