Self-Supervised Learning

FUSE: Fast Unified Simulation and Estimation for PDEs NeurIPS 2024 Fusion from a Distributional Perspective: A Unified Symbiotic Diffusion Framework for Any Multisource Remote Sensing Data Classification IJCAI 2024 GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model Interspeech 2024 GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion ICLR 2024 General Detection-based Text Line Recognition NeurIPS 2024 Generalizable Fourier Augmentation for Unsupervised Video Object Segmentation AAAI 2024 General Point Model Pretraining with Autoencoding and Autoregressive CVPR 2024 Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection AAAI 2024 Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning ACL 2024 Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM EACL 2024 Generative Deduplication For Socia Media Data Selection EMNLP 2024 Generative Dictionary: Improving Language Learner Understanding with Contextual Definitions EMNLP 2024 Generative Flow Networks as Entropy-Regularized RL AISTATS 2024 Generative Pre-training for Speech with Flow Matching ICLR 2024 Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection Interspeech 2024 Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal CVPR 2024 Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP 2024 Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection EMNLP 2024 G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping CVPR 2024 GLID: Pre-training a Generalist Encoder-Decoder Vision Model CVPR 2024 Global Learning with Triplet Relations in Abstractive Summarization CoNLL 2024 Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers NeurIPS 2024 GoT: Effective Graph-of-Thought Reasoning in Language Models NAACL 2024 GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? COLING 2024 Graph-Aware Contrasting for Multivariate Time-Series Classification AAAI 2024