Self-Supervised Learning

MagicPony: Learning Articulated 3D Animals in the Wild CVPR 2023 Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images WACV 2023 MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023 Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models ICML 2023 Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation ACL 2023 Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation ACL 2023 Making Pre-trained Language Models both Task-solvers and Self-calibrators ACL 2023 MAPConNet: Self-supervised 3D Pose Transfer with Mesh and Point Contrastive Learning ICCV 2023 Marginalization is not Marginal: No Bad VAE Local Minima when Learning Optimal Sparse Representations ICML 2023 Markerless Camera-to-Robot Pose Estimation via Self-Supervised Sim-to-Real Transfer CVPR 2023 MARLIN: Masked Autoencoder for Facial Video Representation LearnINg CVPR 2023 MARS: Meta-learning as Score Matching in the Function Space ICLR 2023 Mask3D: Pre-Training 2D Vision Transformers by Learning Masked 3D Priors CVPR 2023 MaskBooster: End-to-End Self-Training for Sparsely Supervised Instance Segmentation AAAI 2023 MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset CVPR 2023 Masked Audio Modeling with CLAP and Multi-Objective Learning Interspeech 2023 Masked Autoencoders are Efficient Class Incremental Learners ICCV 2023 Masked Auto-Encoders Meet Generative Adversarial Networks and Beyond CVPR 2023 Masked Autoencoding Does Not Help Natural Language Supervision at Scale CVPR 2023 Masked Frequency Modeling for Self-Supervised Visual Pre-Training ICLR 2023 Masked Image Modeling Advances 3D Medical Image Analysis WACV 2023 Masked Image Modeling With Local Multi-Scale Reconstruction CVPR 2023 Masked Image Residual Learning for Scaling Deeper Vision Transformers NeurIPS 2023 Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling ACL 2023 Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation Interspeech 2023