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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Towards Combating Frequency Simplicity-biased Learning for Domain Generalization NIPS 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024
Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach AAAI 2024
Measuring Dejavu Memorization Efficiently NIPS 2024
Cycle-Consistency Learning for Captioning and Grounding AAAI 2024
Unmixing Diffusion for Self-Supervised Hyperspectral Image Denoising CVPR 2024
A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities AAAI 2024
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality CVPR 2024
Learning from Pattern Completion: Self-supervised Controllable Generation NIPS 2024
3DInAction: Understanding Human Actions in 3D Point Clouds CVPR 2024
DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection AAAI 2024
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training CVPR 2024
A Simple Image Segmentation Framework via In-Context Examples NIPS 2024
ADFactory: An Effective Framework for Generalizing Optical Flow with NeRF CVPR 2024
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning AAAI 2024
Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping CVPR 2024
AGS: Affordable and Generalizable Substitute Training for Transferable Adversarial Attack AAAI 2024
Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-Modal Speech Representation AAAI 2024
LMD: Faster Image Reconstruction with Latent Masking Diffusion AAAI 2024
CNC-Net: Self-Supervised Learning for CNC Machining Operations CVPR 2024
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NIPS 2024
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios CVPR 2024
Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos AAAI 2024
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models NIPS 2024
TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions AAAI 2024