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Self-Supervised Learning

8,405 papers

Papers per year

12
19
682
1215
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Papers

Enhancing Self-Supervised Video Representation Learning via Multi-Level Feature Optimization ICCV 2021
Airbert: In-Domain Pretraining for Vision-and-Language Navigation ICCV 2021
Internal Video Inpainting by Implicit Long-Range Propagation ICCV 2021
GLSearch: Maximum Common Subgraph Detection via Learning to Search ICML 2021
Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021
Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction ICML 2021
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation ICML 2021
Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021
Explaining Time Series Predictions with Dynamic Masks ICML 2021
BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders ICML 2021
What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? ICML 2021
XOR-CD: Linearly Convergent Constrained Structure Generation ICML 2021
Whitening for Self-Supervised Representation Learning ICML 2021
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021
PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning ICML 2021
Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline ICML 2021
Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration ICML 2021
A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021
Imitation by Predicting Observations ICML 2021
Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization ICML 2021
Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics ICML 2021
Self-Damaging Contrastive Learning ICML 2021
The Emergence of Individuality ICML 2021
Self-Improved Retrosynthetic Planning ICML 2021
Unsupervised Skill Discovery with Bottleneck Option Learning ICML 2021