Self-Supervised Learning

CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph AAAI 2024 Classification Diffusion Models: Revitalizing Density Ratio Estimation NeurIPS 2024 CL-MAE: Curriculum-Learned Masked Autoencoders WACV 2024 CNC-Net: Self-Supervised Learning for CNC Machining Operations CVPR 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models EMNLP 2024 Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach ICML 2024 Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NeurIPS 2024 Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning NeurIPS 2024 ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing CVPR 2024 ContactField: Implicit Field Representation for Multi-Person Interaction Geometry NeurIPS 2024 ContextSeg: Sketch Semantic Segmentation by Querying the Context with Attention CVPR 2024 Continual Learning in the Frequency Domain NeurIPS 2024 Continual Learning of Unsupervised Monocular Depth From Videos WACV 2024 Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NeurIPS 2024 Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment CVPR 2024 Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget AAAI 2024 Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning NeurIPS 2024 Cross-video Identity Correlating for Person Re-identification Pre-training NeurIPS 2024 Cross-view and Cross-pose Completion for 3D Human Understanding CVPR 2024 CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference NeurIPS 2024 CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages EMNLP 2024 CTC-aligned Audio-Text Embedding for Streaming Open-vocabulary Keyword Spotting Interspeech 2024 Cycle-Consistency Learning for Captioning and Grounding AAAI 2024 DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting AAAI 2024