Self-Supervised Learning

Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning ICLR 2024 Style Aligned Image Generation via Shared Attention CVPR 2024 StyLitGAN: Image-Based Relighting via Latent Control CVPR 2024 SUGAR: Pre-training 3D Visual Representations for Robotics CVPR 2024 SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024 SummaCoz: A Dataset for Improving the Interpretability of Factual Consistency Detection for Summarization EMNLP 2024 Summarize the Past to Predict the Future: Natural Language Descriptions of Context Boost Multimodal Object Interaction Anticipation CVPR 2024 Summarizing Stream Data for Memory-Constrained Online Continual Learning AAAI 2024 SuperPrimitive: Scene Reconstruction at a Primitive Level CVPR 2024 SuperST: Superficial Self-Training for Few-Shot Text Classification COLING 2024 Surveying the Dead Minds: Historical-Psychological Text Analysis with Contextualized Construct Representation (CCR) for Classical Chinese EMNLP 2024 SVGDreamer: Text Guided SVG Generation with Diffusion Model CVPR 2024 SWiBE: A Parameterized Stochastic Diffusion Process for Noise-Robust Bandwidth Expansion Interspeech 2024 SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024 Symbolic Regression with a Learned Concept Library NeurIPS 2024 Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control ICLR 2024 Syntactic Preposing and Discourse Relations EACL 2024 Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models NeurIPS 2024 Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024 T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NeurIPS 2024 TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection AAAI 2024 Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting CVPR 2024 Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation AAAI 2024 TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight NeurIPS 2024 Taming Self-Training for Open-Vocabulary Object Detection CVPR 2024