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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

Unsupervised Contrastive Representation Learning for 3D Mesh Segmentation (Student Abstract) AAAI 2023
Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning AAAI 2023
Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions AAAI 2023
Geometrized Transformer for Self-Supervised Homography Estimation ICCV 2023
Laughter Synthesis using Pseudo Phonetic Tokens with a Large-scale In-the-wild Laughter Corpus INTERSPEECH 2023
Towards All-in-One Pre-Training via Maximizing Multi-Modal Mutual Information CVPR 2023
PATS: Patch Area Transportation With Subdivision for Local Feature Matching CVPR 2023
Boosting Video Object Segmentation via Space-Time Correspondence Learning CVPR 2023
Vid2Avatar: 3D Avatar Reconstruction From Videos in the Wild via Self-Supervised Scene Decomposition CVPR 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training CVPR 2023
STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner NIPS 2023
On Separate Normalization in Self-supervised Transformers NIPS 2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks NIPS 2023
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NIPS 2023
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation NIPS 2023
HASSOD: Hierarchical Adaptive Self-Supervised Object Detection NIPS 2023
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration NIPS 2023
Learning Interpretable Low-dimensional Representation via Physical Symmetry NIPS 2023
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations NIPS 2023
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder NIPS 2023
Token-Level Self-Evolution Training for Sequence-to-Sequence Learning ACL 2023
Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training ACL 2023
Multilingual Pre-training with Self-supervision from Global Co-occurrence Information ACL 2023
Understanding Masked Autoencoders via Hierarchical Latent Variable Models CVPR 2023
Critical Learning Periods for Multisensory Integration in Deep Networks CVPR 2023