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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation CVPR 2025
Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach CVPR 2025
BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025
ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams CVPR 2025
Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation CVPR 2025
3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation AAAI 2025
MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights AAAI 2025
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025
Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025
Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025
mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025
Towards More Discriminative Feature Learning in SNNs with Temporal-Self-Erasing Supervision AAAI 2025
Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025
Deep Non-Rigid Structure-from-Motion Revisited: Canonicalization and Sequence Modeling AAAI 2025
Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025
Doubly Contrastive Learning for Source-Free Domain Adaptive Person Search AAAI 2025
M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025
SPU-IMR: Self-supervised Arbitrary-scale Point Cloud Upsampling via Iterative Mask-recovery Network AAAI 2025
Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production AAAI 2025
DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation AAAI 2025
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025
Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery AAAI 2025
Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning AAAI 2025
Generating Synthetic Relational Tabular Data via Structural Causal Models ACL 2025