self-supervised pretraining

Extending Video Masked Autoencoders to 128 frames NeurIPS 2024 GLID: Pre-training a Generalist Encoder-Decoder Vision Model CVPR 2024 Graph Positional and Structural Encoder ICML 2024 Improving Self-supervised Pre-training using Accent-Specific Codebooks Interspeech 2024 Instance-based Max-margin for Practical Few-shot Recognition CVPR 2024 Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mapping NeurIPS 2024 Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction NeurIPS 2024 Masked Event Modeling: Self-Supervised Pretraining for Event Cameras WACV 2024 MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection Interspeech 2024 Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NeurIPS 2024 Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA NeurIPS 2024 MS-HuBERT: Mitigating Pre-training and Inference Mismatch in Masked Language Modelling methods for learning Speech Representations Interspeech 2024 Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning NeurIPS 2024 Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NeurIPS 2024 Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence ACML 2024 Position: Foundation Agents as the Paradigm Shift for Decision Making ICML 2024 Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs NeurIPS 2024 Rethinking the Evaluation Protocol of Domain Generalization CVPR 2024 Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery CVPR 2024 Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024 Self-Supervised Pre-training with Symmetric Superimposition Modeling for Scene Text Recognition IJCAI 2024 Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning AAAI 2024 SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NeurIPS 2024 Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting IJCAI 2024 SUGAR: Pre-training 3D Visual Representations for Robotics CVPR 2024