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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning AAAI 2025
Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning CVPR 2025
DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders CVPR 2025
MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning ICCV 2025
A Regularization-Guided Equivariant Approach for Image Restoration CVPR 2025
SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding CVPR 2025
SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling CVPR 2025
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ACL 2025
Transparent and Coherent Procedural Mistake Detection EMNLP 2025
Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025
Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs EMNLP 2025
Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025
Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models ACL 2025
SIKeD: Self-guided Iterative Knowledge Distillation for Mathematical Reasoning ACL 2025
Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025
Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation AAAI 2025
Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025
Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment AAAI 2025
Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025
Spectral Informed Mamba for Robust Point Cloud Processing CVPR 2025
Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025
MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025
A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025