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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

EmotiveTalk: Expressive Talking Head Generation through Audio Information Decoupling and Emotional Video Diffusion CVPR 2025
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction CVPR 2025
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation CVPR 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025
Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds CVPR 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025
GeoDepth: From Point-to-Depth to Plane-to-Depth Modeling for Self-Supervised Monocular Depth Estimation CVPR 2025
SmartEraser: Remove Anything from Images using Masked-Region Guidance CVPR 2025
ScaleLSD: Scalable Deep Line Segment Detection Streamlined CVPR 2025
Parallelized Autoregressive Visual Generation CVPR 2025
Sonata: Self-Supervised Learning of Reliable Point Representations CVPR 2025
Diffusion Self-Distillation for Zero-Shot Customized Image Generation CVPR 2025
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025
Multi-modal Vision Pre-training for Medical Image Analysis CVPR 2025
Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting CVPR 2025
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics CVPR 2025
SimVS: Simulating World Inconsistencies for Robust View Synthesis CVPR 2025
Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025
CRISP: Object Pose and Shape Estimation with Test-Time Adaptation CVPR 2025
MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps CVPR 2025
Learning from Streaming Video with Orthogonal Gradients CVPR 2025
ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer CVPR 2025
StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style Transfer CVPR 2025
Learning Person-Specific Animatable Face Models from In-the-Wild Images via a Shared Base Model CVPR 2025
SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs CVPR 2025