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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Grammatical Error Correction via Mixed-Grained Weighted Training EMNLP 2023
Context-Aware Document Simplification ACL 2023
Enhancing Human Summaries for Question-Answer Generation in Education ACL 2023
Cross-Identity Video Motion Retargeting With Joint Transformation and Synthesis WACV 2023
Marker-Removal Networks To Collect Precise 3D Hand Data for RGB-Based Estimation and Its Application in Piano WACV 2023
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets EMNLP 2023
AudioEar: Single-View Ear Reconstruction for Personalized Spatial Audio AAAI 2023
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning ACL 2023
Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023
Rebalancing Gradient To Improve Self-Supervised Co-Training of Depth, Odometry and Optical Flow Predictions WACV 2023
Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation ACL 2023
TeST: Test-Time Self-Training Under Distribution Shift WACV 2023
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ACL 2023
Composite Learning for Robust and Effective Dense Predictions WACV 2023
Synthetic Pre-Training Tasks for Neural Machine Translation ACL 2023
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion CVPR 2023
MonoDVPS: A Self-Supervised Monocular Depth Estimation Approach to Depth-Aware Video Panoptic Segmentation WACV 2023
xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark EMNLP 2023
Visual Coherence Loss for Coherent and Visually Grounded Story Generation ACL 2023
Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers ACL 2023
Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ACL 2023
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation ACL 2023
Multilingual Pre-training with Self-supervision from Global Co-occurrence Information ACL 2023
HonestBait: Forward References for Attractive but Faithful Headline Generation ACL 2023
ViP3D: End-to-End Visual Trajectory Prediction via 3D Agent Queries CVPR 2023