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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding CVPR 2025
Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025
SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input CVPR 2025
TreeMeshGPT: Artistic Mesh Generation with Autoregressive Tree Sequencing CVPR 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition CVPR 2025
DreamTrack: Dreaming the Future for Multimodal Visual Object Tracking CVPR 2025
SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025
Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition AAAI 2025
On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension JMLR 2025
Autoencoders in Function Space JMLR 2025
Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders CVPR 2025
The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning JMLR 2025
Profiling neural grammar induction on morphemically tokenised child-directed speech NAACL 2025
BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment CVPR 2025
Boost Your Human Image Generation Model via Direct Preference Optimization CVPR 2025
Sonata: Self-Supervised Learning of Reliable Point Representations CVPR 2025
DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SEMEVAL 2025
Visual Lexicon: Rich Image Features in Language Space CVPR 2025
Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models NAACL 2025
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation NAACL 2025
Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise CVPR 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025
ViiNeuS: Volumetric Initialization for Implicit Neural Surface Reconstruction of Urban Scenes with Limited Image Overlap CVPR 2025
MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient IJCAI 2025