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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021
Exploring Explainable Selection to Control Abstractive Summarization AAAI 2021
Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect AAAI 2021
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021
Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching AAAI 2021
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users AAAI 2021
RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery AAAI 2021
Author Homepage Discovery in CiteSeerX AAAI 2021
Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract) AAAI 2021
A Context Aware Approach for Generating Natural Language Attacks AAAI 2021
Learning to Enhance Visual Quality via Hyperspectral Domain Mapping (Student Abstract) AAAI 2021
MOTIF-Driven Contrastive Learning of Graph Representations AAAI 2021
Self-Supervised 3D Mesh Reconstruction From Single Images CVPR 2021
Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021
Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising CVPR 2021
Self-Supervised Geometric Perception CVPR 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021
UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification CVPR 2021
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning CVPR 2021
How Well Do Self-Supervised Models Transfer? CVPR 2021
UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers CVPR 2021
Partial Person Re-Identification With Part-Part Correspondence Learning CVPR 2021
Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement CVPR 2021
Weakly Supervised Video Salient Object Detection CVPR 2021
De-Rendering the World's Revolutionary Artefacts CVPR 2021