Self-Supervised Learning

Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning AAAI 2024 Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation NeurIPS 2024 MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI NeurIPS 2024 Moving Off-the-Grid: Scene-Grounded Video Representations NeurIPS 2024 MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions NeurIPS 2024 MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting AAAI 2024 Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-Modal Speech Representation AAAI 2024 Multi-Level Cross-Modal Alignment for Image Clustering AAAI 2024 Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping CVPR 2024 Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NeurIPS 2024 NC-TTT: A Noise Constrastive Approach for Test-Time Training CVPR 2024 NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution AAAI 2024 NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt Tuning AAAI 2024 Neural Clustering based Visual Representation Learning CVPR 2024 Neural Concept Binder NeurIPS 2024 Neural Isometries: Taming Transformations for Equivariant ML NeurIPS 2024 Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces CVPR 2024 Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses NeurIPS 2024 NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024 N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding AAAI 2024 No More Shortcuts: Realizing the Potential of Temporal Self-Supervision AAAI 2024 Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024 No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation CVPR 2024 No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations NeurIPS 2024 Novel View Synthesis with View-Dependent Effects from a Single Image CVPR 2024