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Self-Supervised Learning

3,224 papers

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Papers

MAT: Mask-Aware Transformer for Large Hole Image Inpainting CVPR 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022
Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels CVPR 2022
Adversarial Masking for Self-Supervised Learning ICML 2022
Enhancing Face Recognition With Self-Supervised 3D Reconstruction CVPR 2022
Debiased Self-Training for Semi-Supervised Learning NIPS 2022
Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization ACL 2022
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension ACL 2022
Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022
Translation between Molecules and Natural Language EMNLP 2022
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning CVPR 2022
Domain Adaptation on Point Clouds via Geometry-Aware Implicits CVPR 2022
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes EMNLP 2022
Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation CVPR 2022
CAPRI-Net: Learning Compact CAD Shapes With Adaptive Primitive Assembly CVPR 2022
Word Order Matters When You Increase Masking EMNLP 2022
TRILLsson: Distilled Universal Paralinguistic Speech Representations INTERSPEECH 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ACL 2022
Same Author or Just Same Topic? Towards Content-Independent Style Representations ACL 2022
Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022
Self-Supervised Representation Learning via Latent Graph Prediction ICML 2022
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NIPS 2022
Robust Outlier Detection by De-Biasing VAE Likelihoods CVPR 2022