Self-Supervised Learning

CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data CVPR 2022 Cross-Modal Discrete Representation Learning ACL 2022 Cross Modal Retrieval With Querybank Normalisation CVPR 2022 Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition CVPR 2022 CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding CVPR 2022 CT-SAT: Contextual Transformer for Sequential Audio Tagging Interspeech 2022 Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization EMNLP 2022 CycleMix: A Holistic Strategy for Medical Image Segmentation From Scribble Supervision CVPR 2022 D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video NeurIPS 2022 DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision NeurIPS 2022 DaDA: Distortion-aware Domain Adaptation for Unsupervised Semantic Segmentation NeurIPS 2022 Data-efficient end-to-end Information Extraction for Statistical Legal Analysis EMNLP 2022 Dataset Inference for Self-Supervised Models NeurIPS 2022 DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations ACL 2022 Debiased Self-Training for Semi-Supervised Learning NeurIPS 2022 Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022 Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement CVPR 2022 Deep Counterfactual Estimation with Categorical Background Variables NeurIPS 2022 DeepDPM: Deep Clustering With an Unknown Number of Clusters CVPR 2022 Deep Graph Clustering via Dual Correlation Reduction AAAI 2022 DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions AAAI 2022 Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches Interspeech 2022 Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer AAAI 2022 Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022 Deformable Sprites for Unsupervised Video Decomposition CVPR 2022