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Self-Supervised Learning

8,255 papers

Papers per year

Papers

An Information Theory Perspective on Variance-Invariance-Covariance Regularization NIPS 2023
Improving Self-supervised Molecular Representation Learning using Persistent Homology NIPS 2023
Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements NIPS 2023
Self-supervised Graph Neural Networks via Low-Rank Decomposition NIPS 2023
MIMEx: Intrinsic Rewards from Masked Input Modeling NIPS 2023
Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation NIPS 2023
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics NIPS 2023
Representation Learning via Consistent Assignment of Views over Random Partitions NIPS 2023
Goal Driven Discovery of Distributional Differences via Language Descriptions NIPS 2023
Score-based Data Assimilation NIPS 2023
Maximum Independent Set: Self-Training through Dynamic Programming NIPS 2023
Siamese Masked Autoencoders NIPS 2023
SwiFT: Swin 4D fMRI Transformer NIPS 2023
A High-Resolution Dataset for Instance Detection with Multi-View Object Capture NIPS 2023
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training NIPS 2023
Explore In-Context Learning for 3D Point Cloud Understanding NIPS 2023
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning NIPS 2023
Training Transitive and Commutative Multimodal Transformers with LoReTTa NIPS 2023
Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense NIPS 2023
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction NIPS 2023
Sequential Memory with Temporal Predictive Coding NIPS 2023
On Separate Normalization in Self-supervised Transformers NIPS 2023
STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner NIPS 2023
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics NIPS 2023
GeoTMI: Predicting Quantum Chemical Property with Easy-to-Obtain Geometry via Positional Denoising NIPS 2023