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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
Query-Based Hard-Image Retrieval for Object Detection at Test Time
AAAI 2023
Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization
AAAI 2023
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility
AAAI 2023
THMA: Tencent HD Map AI System for Creating HD Map Annotations
AAAI 2023
Beyond Black-Boxes: Teaching Complex Machine Learning Ideas through Scaffolded Interactive Activities
AAAI 2023
Disentangling the Benefits of Self-Supervised Learning to Deployment-Driven Downstream Tasks of Satellite Images (Student Abstract)
AAAI 2023
Unsupervised Contrastive Representation Learning for 3D Mesh Segmentation (Student Abstract)
AAAI 2023
Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract)
AAAI 2023
Flaky Performances When Pretraining on Relational Databases (Student Abstract)
AAAI 2023
Long Legal Article Question Answering via Cascaded Key Segment Learning (Student Abstract)
AAAI 2023
Exploiting High-Order Interaction Relations to Explore User Intent (Student Abstract)
AAAI 2023
Augmenting Flight Training with AI to Efficiently Train Pilots
AAAI 2023
FC-TrackNet: Fast Convergence Net for 6D Pose Tracking in Synthetic Domains
AAAI 2023
nBIIG: A Neural BI Insights Generation System for Table Reporting
AAAI 2023
Delving into Evaluation Metrics for Generation: A Thorough Assessment of How Metrics Generalize to Rephrasing Across Languages
AACL 2023
Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information
ACL 2023
Consistency Regularization Training for Compositional Generalization
ACL 2023
Chain-of-Skills: A Configurable Model for Open-Domain Question Answering
ACL 2023
Elaboration-Generating Commonsense Question Answering at Scale
ACL 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering
ACL 2023
Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization
ACL 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion
ACL 2023
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models
ACL 2023
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters
ACL 2023
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation
ACL 2023
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