conftrace_

unsupervised representation learning

70 papers

Explore in graph

Also known as

URL

Co-occurring keywords

representation learning (6206) unsupervised learning (3264) contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) feature learning (1311) graph neural network (3962) generative adversarial network (1944) video representation (150) negative sampling (196)

Papers

DocMMIR: A Framework for Document Multi-modal Information Retrieval EMNLP 2025
Pretrained Reversible Generation as Unsupervised Visual Representation Learning ICCV 2025
Shape analysis for time series NIPS 2024
Hierarchical Correlation Clustering and Tree Preserving Embedding CVPR 2024
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024
SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning ICML 2023
Learning Representations without Compositional Assumptions ICML 2023
Unsupervised 3D Point Cloud Representation Learning by Triangle Constrained Contrast for Autonomous Driving CVPR 2023
Entropy-driven Unsupervised Keypoint Representation Learning in Videos ICML 2023
Online Unsupervised Representation Learning of Waveforms in the Intensive Care Unit via a novel cooperative framework: Spatially Resolved Temporal Networks (SpaRTEn) MLHC 2023
I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022
Unsupervised Visual Representation Learning by Online Constrained K-Means CVPR 2022
Max-Margin Contrastive Learning AAAI 2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment NIPS 2022
ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning ICML 2022
Investigating the Role of Negatives in Contrastive Representation Learning AISTATS 2022
Unsupervised Learning for Human Sensing Using Radio Signals WACV 2022
Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning AAAI 2022
Iterative Contrast-Classify for Semi-supervised Temporal Action Segmentation AAAI 2022
Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language NIPS 2022
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning ICCV 2021
Heterogeneous Graph Information Bottleneck IJCAI 2021
Collaborative Unsupervised Visual Representation Learning From Decentralized Data ICCV 2021