conftrace_

pretext task

27 papers

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Co-occurring keywords

self-supervised learning (3777) representation learning (6206) transfer learning (5449) video understanding (1658) feature learning (1311) image classification (1944) video representation (150) masked image modeling (85) reasoning order prediction (2) masked autoencoder (203)

Papers

Predicting Spectral Information for Self-Supervised Signal Classification IJCAI 2025
Unsupervised Audio-Visual Lecture Segmentation WACV 2023
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions NIPS 2023
Knowing What To Label for Few Shot Microscopy Image Cell Segmentation WACV 2023
A Survey on Masked Autoencoder for Visual Self-supervised Learning IJCAI 2023
Video Anomaly Detection via Sequentially Learning Multiple Pretext Tasks ICCV 2023
SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation Learning ICCV 2023
Rethinking Out-of-Distribution (OOD) Detection: Masked Image Modeling Is All You Need CVPR 2023
Mixed Autoencoder for Self-Supervised Visual Representation Learning CVPR 2023
Open-Domain Sign Language Translation Learned from Online Video EMNLP 2022
Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation AAAI 2022
Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks INTERSPEECH 2022
Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis IJCNLP 2022
Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis AISTATS 2022
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021
Predicting What You Already Know Helps: Provable Self-Supervised Learning NIPS 2021
Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning ICCV 2021
Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning INTERSPEECH 2021
Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw IJCAI 2021
Self-Supervised Learning for Semi-Supervised Temporal Action Proposal CVPR 2021
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. IJCNLP 2021
Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning AAAI 2020
Automatic Shortcut Removal for Self-Supervised Representation Learning ICML 2020