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conftrace_

self-supervised learning

4,385 papers

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Also known as

SSL SELF-SL

Co-occurring keywords · papers mentioning both

representation learning (952) contrastive learning (717) transfer learning (220) multimodal learning (202) graph neural network (196) unsupervised learning (178) domain adaptation (161) semantic segmentation (159) knowledge distillation (150) vision transformer (136)

Papers

Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025 Dog2vec: Self-Supervised Pre-Training for Canine Vocal Representation Interspeech 2025 DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization AAAI 2025 DORNet: A Degradation Oriented and Regularized Network for Blind Depth Super-Resolution CVPR 2025 Do Your Best and Get Enough Rest for Continual Learning CVPR 2025 DriveX: Omni Scene Modeling for Learning Generalizable World Knowledge in Autonomous Driving ICCV 2025 DualCodec: A Low-Frame-Rate, Semantically-Enhanced Neural Audio Codec for Speech Generation Interspeech 2025 DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025 DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation ICCV 2025 DyGMAE: A Novel Dynamic Graph Masked Autoencoder for Link Prediction UAI 2025 Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning AAAI 2025 Dynamic Stereotype Theory Induced Micro-expression Recognition with Oriented Deformation CVPR 2025 Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation AAAI 2025 EasyCraft: A Robust and Efficient Framework for Automatic Avatar Crafting CVPR 2025 ECG2TOK: ECG Pre-Training with Self-Distillation Semantic Tokenizers IJCAI 2025 ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling MLHC 2025 Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025 EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025 Effective Context in Neural Speech Models Interspeech 2025 Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark ICLR 2025 Efficient Self-Supervised Video Hashing with Selective State Spaces AAAI 2025 EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition ICLR 2025 ELFS: Label-Free Coreset Selection with Proxy Training Dynamics ICLR 2025 Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions ICCV 2025 Emergent morpho-phonological representations in self-supervised speech models EMNLP 2025