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Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting AAAI 2024
Discovering plasticity rules that organize and maintain neural circuits NIPS 2024
Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement CVPR 2024
Aligning Audio-Visual Joint Representations with an Agentic Workflow NIPS 2024
Differentiable Neural Surface Refinement for Modeling Transparent Objects CVPR 2024
3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surfaces CVPR 2024
Textless Speech-to-Speech Translation With Limited Parallel Data EMNLP 2024
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning NIPS 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning CVPR 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024
The reasonable effectiveness of speaker embeddings for violence detection INTERSPEECH 2024
Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology CVPR 2024
ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations CVPR 2024
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving CVPR 2024
Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024
DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM NIPS 2024
Point Cloud Pre-training with Diffusion Models CVPR 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation CVPR 2024
Novel View Synthesis with View-Dependent Effects from a Single Image CVPR 2024
LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition CVPR 2024
Masked Pre-training Enables Universal Zero-shot Denoiser NIPS 2024
VideoMAC: Video Masked Autoencoders Meet ConvNets CVPR 2024
Learning Degradation-Independent Representations for Camera ISP Pipelines CVPR 2024
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis CVPR 2024
T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024