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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Learning from Pattern Completion: Self-supervised Controllable Generation NIPS 2024
In-Context Matting CVPR 2024
A Simple Image Segmentation Framework via In-Context Examples NIPS 2024
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NIPS 2024
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models NIPS 2024
Learning Degradation-Independent Representations for Camera ISP Pipelines CVPR 2024
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models NIPS 2024
Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images CVPR 2024
Using wav2vec 2.0 for phonetic classification tasks: methodological aspects INTERSPEECH 2024
BLURD: Benchmarking and Learning using a Unified Rendering and Diffusion Model NIPS 2024
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NIPS 2024
Neural Isometries: Taming Transformations for Equivariant ML NIPS 2024
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NIPS 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning NIPS 2024
STViT: Improving Self-Supervised Multi-Camera Depth Estimation with Spatial-Temporal Context and Adversarial Geometry Regularization (Student Abstract) AAAI 2024
MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024
Learning from an Infant’s Visual Experience AAAI 2024
Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024
TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences AAAI 2024
Data-Efficient Graph Learning AAAI 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024
Pharmacokinetics-Informed Neural Network for Predicting Opioid Administration Moments with Wearable Sensors AAAI 2024
MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding AAAI 2024
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping AAAI 2024
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal CVPR 2024