Representation Learning

Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles AAAI 2024 Projective Methods for Mitigating Gender Bias in Pre-trained Language Models COLING 2024 Promoting Counterfactual Robustness through Diversity AAAI 2024 ProMotion: Prototypes As Motion Learners CVPR 2024 PromptFusion: Decoupling Stability and Plasticity for Continual Learning ECCV 2024 Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024 Prompt Link Multimodal Fusion in Multimodal Sentiment Analysis Interspeech 2024 PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024 Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models NAACL 2024 PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024 Proper Laplacian Representation Learning ICLR 2024 ProS: Facial Omni-Representation Learning via Prototype-Based Self-Distillation WACV 2024 Prosody-Driven Privacy-Preserving Dementia Detection Interspeech 2024 Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NeurIPS 2024 ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention NeurIPS 2024 Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer NeurIPS 2024 ProtGO: Function-Guided Protein Modeling for Unified Representation Learning NeurIPS 2024 ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data ICML 2024 Prototype Learning for Explainable Brain Age Prediction WACV 2024 Prototypical Reward Network for Data-Efficient RLHF ACL 2024 Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks NeurIPS 2024 Provable and Efficient Dataset Distillation for Kernel Ridge Regression NeurIPS 2024 Provable Compositional Generalization for Object-Centric Learning ICLR 2024 Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks ICML 2024 Provable Representation with Efficient Planning for Partially Observable Reinforcement Learning ICML 2024