Self-Supervised Learning

FOSSIL: Free Open-Vocabulary Semantic Segmentation Through Synthetic References Retrieval WACV 2024 FOUND: Foot Optimization With Uncertain Normals for Surface Deformation Using Synthetic Data WACV 2024 Frame-Wise Breath Detection with Self-Training: An Exploration of Enhancing Breath Naturalness in Text-to-Speech Interspeech 2024 FreePoint: Unsupervised Point Cloud Instance Segmentation CVPR 2024 FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation WACV 2024 FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge NeurIPS 2024 Frequency Shuffling and Enhancement for Open Set Recognition AAAI 2024 From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery AAAI 2024 From Babble to Words: Pre-Training Language Models on Continuous Streams of Phonemes CoNLL 2024 From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data MIDL 2024 From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble ICML 2024 From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation WACV 2024 From Field Linguistics to NLP: Creating a curated dataset in Amuzgo language NAACL 2024 From-Ground-To-Objects: Coarse-to-Fine Self-supervised Monocular Depth Estimation of Dynamic Objects with Ground Contact Prior CVPR 2024 From N-grams to Pre-trained Multilingual Models For Language Identification EMNLP 2024 From Posterior Sampling to Meaningful Diversity in Image Restoration ICLR 2024 From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NeurIPS 2024 From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation ICML 2024 FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-Supervised Learning ECCV 2024 FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance Head-pose and Facial Expression Features CVPR 2024 FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features NeurIPS 2024 Full-Atom Peptide Design with Geometric Latent Diffusion NeurIPS 2024 Functional Flow Matching AISTATS 2024 Functionality learning through specification instructions EMNLP 2024 FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images NeurIPS 2024