Self-Supervised Learning

Style Aligned Image Generation via Shared Attention CVPR 2024 Surveying the Dead Minds: Historical-Psychological Text Analysis with Contextualized Construct Representation (CCR) for Classical Chinese EMNLP 2024 SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting CVPR 2024 Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA CVPR 2024 Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation ACL 2024 Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024 TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight NeurIPS 2024 Target-Aware Language Modeling via Granular Data Sampling EMNLP 2024 TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions AAAI 2024 Tell Me What’s Next: Textual Foresight for Generic UI Representations ACL 2024 Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback EMNLP 2024 Textless Speech-to-Speech Translation With Limited Parallel Data EMNLP 2024 Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection CVPR 2024 TextureDreamer: Image-Guided Texture Synthesis Through Geometry-Aware Diffusion CVPR 2024 The Background Also Matters: Background-Aware Motion-Guided Objects Discovery WACV 2024 The reasonable effectiveness of speaker embeddings for violence detection Interspeech 2024 The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models NeurIPS 2024 The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NeurIPS 2024 Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning AAAI 2024 Time-Reversal Provides Unsupervised Feedback to LLMs NeurIPS 2024 TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024 TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024 TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences AAAI 2024 Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NeurIPS 2024 Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient ACL 2024