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Machine Learning
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Self-Supervised Learning
8,255 papers
Papers per year
2006: 8
2007: 7
2008: 7
2009: 9
2010: 12
2011: 7
2012: 13
2013: 11
2014: 12
2015: 17
2016: 35
2017: 97
2018: 191
2019: 441
2020: 663
2021: 1166
2022: 1170
2023: 1544
2024: 1323
2025: 1205
2026: 317
Papers
Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning
AAAI 2020
Show, Recall, and Tell: Image Captioning with Recall Mechanism
AAAI 2020
Adaptive Cross-Modal Embeddings for Image-Text Alignment
AAAI 2020
Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification
AAAI 2020
Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning
AAAI 2020
Release the Power of Online-Training for Robust Visual Tracking
AAAI 2020
Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose
AAAI 2020
Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition
AAAI 2020
Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos
AAAI 2020
Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract)
AAAI 2020
Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract)
AAAI 2020
Re-Thinking LiDAR-Stereo Fusion Frameworks (Student Abstract)
AAAI 2020
Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract)
AAAI 2020
LGML: Logic Guided Machine Learning (Student Abstract)
AAAI 2020
Rception: Wide and Deep Interaction Networks for Machine Reading Comprehension (Student Abstract)
AAAI 2020
FERNet: Fine-grained Extraction and Reasoning Network for Emotion Recognition in Dialogues
AACL 2020
Neural Gibbs Sampling for Joint Event Argument Extraction
AACL 2020
UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database
AACL 2020
Self-Supervised Learning for Pairwise Data Refinement
AACL 2020
Neural Abstractive Multi-Document Summarization: Hierarchical or Flat Structure?
AACL 2020
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network
ACL 2020
Neural Syntactic Preordering for Controlled Paraphrase Generation
ACL 2020
Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order
ACL 2020
A Joint Model for Document Segmentation and Segment Labeling
ACL 2020
Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection
ACL 2020
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