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Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

Learning Spatio-temporal Feature Representations for Video-based Gaze Estimation WACV 2026
CountingDINO: A Training-free Pipeline for Class-Agnostic Counting using Unsupervised Backbones WACV 2026
Analysis of Motivations in Machine Learning Textbooks AAAI 2026
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences WACV 2026
Impact of a Data-driven Teaching Approach on 9th Graders Conceptual Understanding of Machine Learning AAAI 2026
ZoomLDM: Latent Diffusion Model for Multi-scale Image Generation CVPR 2025
Diffusion Model is Effectively Its Own Teacher CVPR 2025
EasyCraft: A Robust and Efficient Framework for Automatic Avatar Crafting CVPR 2025
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025
FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning CVPR 2025
Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution CVPR 2025
SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs CVPR 2025
ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way CVPR 2025
Rotation-Equivariant Self-Supervised Method in Image Denoising CVPR 2025
CleanDIFT: Diffusion Features without Noise CVPR 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025
Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025
Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025
GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting ICCV 2025
Noise Modeling in One Hour: Minimizing Preparation Efforts for Self-supervised Low-Light RAW Image Denoising CVPR 2025
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization ICCV 2025
Unsupervised Video Highlight Detection by Learning from Audio and Visual Recurrence WACV 2025