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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Chinese Spelling Corrector Is Just a Language Learner ACL 2024
Self-training Language Models for Arithmetic Reasoning EMNLP 2024
REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024
Mask-Homo: Pseudo Plane Mask-Guided Unsupervised Multi-Homography Estimation AAAI 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control NIPS 2024
Random Forest Weighted Local Fréchet Regression with Random Objects JMLR 2024
Novel Class Discovery in Chest X-rays via Paired Images and Text AAAI 2024
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling AAAI 2023
On the Robustness of Arabic Speech Dialect Identification INTERSPEECH 2023
Label Aware Speech Representation Learning For Language Identification INTERSPEECH 2023
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images ICCV 2023
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating AAAI 2023
BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models INTERSPEECH 2023
Tracking Must Go On : Dialogue State Tracking with Verified Self-Training INTERSPEECH 2023
Saliency Regularization for Self-Training with Partial Annotations ICCV 2023
Semantic-Aware Implicit Template Learning via Part Deformation Consistency ICCV 2023
Behavior Contrastive Learning for Unsupervised Skill Discovery ICML 2023
Markerless Camera-to-Robot Pose Estimation via Self-Supervised Sim-to-Real Transfer CVPR 2023
GC-Flow: A Graph-Based Flow Network for Effective Clustering ICML 2023
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior ICML 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick ICML 2023
Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels ICML 2023
Multiplex Graph Representation Learning via Common and Private Information Mining AAAI 2023
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series ICML 2023