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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Neural Algorithmic Reasoning with Causal Regularisation ICML 2023
BEATs: Audio Pre-Training with Acoustic Tokenizers ICML 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation ICML 2023
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series ICML 2023
UoR-NCL at SemEval-2023 Task 1: Learning Word-Sense and Image Embeddings for Word Sense Disambiguation SEMEVAL 2023
MonoDVPS: A Self-Supervised Monocular Depth Estimation Approach to Depth-Aware Video Panoptic Segmentation WACV 2023
Composite Learning for Robust and Effective Dense Predictions WACV 2023
Rebalancing Gradient To Improve Self-Supervised Co-Training of Depth, Odometry and Optical Flow Predictions WACV 2023
Semantic Segmentation in Aerial Imagery Using Multi-Level Contrastive Learning With Local Consistency WACV 2023
Robust One-Shot Face Video Re-enactment using Hybrid Latent Spaces of StyleGAN2 ICCV 2023
Chasing Clouds: Differentiable Volumetric Rasterisation of Point Clouds as a Highly Efficient and Accurate Loss for Large-Scale Deformable 3D Registration ICCV 2023
DeLiRa: Self-Supervised Depth, Light, and Radiance Fields ICCV 2023
Generalizing Event-Based Motion Deblurring in Real-World Scenarios ICCV 2023
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation ICCV 2023
iVS-Net: Learning Human View Synthesis from Internet Videos ICCV 2023
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning ICCV 2023
Self-supervised Pre-training for Mirror Detection ICCV 2023
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields ICCV 2023
MOST: Multiple Object Localization with Self-Supervised Transformers for Object Discovery ICCV 2023
Two-in-One Depth: Bridging the Gap Between Monocular and Binocular Self-Supervised Depth Estimation ICCV 2023
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis ICCV 2023
SparseDet: Improving Sparsely Annotated Object Detection with Pseudo-positive Mining ICCV 2023
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow ICCV 2023
Multi-view Self-supervised Disentanglement for General Image Denoising ICCV 2023
Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders ICCV 2023