Self-Supervised Learning

Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract) AAAI 2023 Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder NeurIPS 2023 Model and Feature Diversity for Bayesian Neural Networks in Mutual Learning NeurIPS 2023 Modeling the Relative Visual Tempo for Self-supervised Skeleton-based Action Recognition ICCV 2023 Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching ICLR 2023 Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion NeurIPS 2023 MomentDiff: Generative Video Moment Retrieval from Random to Real NeurIPS 2023 MonoDVPS: A Self-Supervised Monocular Depth Estimation Approach to Depth-Aware Video Panoptic Segmentation WACV 2023 Mosaic Representation Learning for Self-supervised Visual Pre-training ICLR 2023 MOSPC: MOS Prediction Based on Pairwise Comparison ACL 2023 MOST: Multiple Object Localization with Self-Supervised Transformers for Object Discovery ICCV 2023 Motion Aware Self-Supervision for Generic Event Boundary Detection WACV 2023 Motion-Guided Masking for Spatiotemporal Representation Learning ICCV 2023 mRedditSum: A Multimodal Abstractive Summarization Dataset of Reddit Threads with Images EMNLP 2023 MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics ICCV 2023 MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation MIDL 2023 MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Interspeech 2023 MTANet: Multi-band Time-frequency Attention Network for Singing Melody Extraction from Polyphonic Music Interspeech 2023 MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations Interspeech 2023 Multi-Agent Language Learning: Symbolic Mapping ACL 2023 Multi-body Depth and Camera Pose Estimation from Multiple Views ICCV 2023 Multi-doc Hybrid Summarization via Salient Representation Learning ACL 2023 Multi-Label Self-Supervised Learning with Scene Images ICCV 2023 Multi-Level Contrastive Learning for Self-Supervised Vision Transformers WACV 2023 Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text ACL 2023