Representation Learning

Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval EMNLP 2024 Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons EMNLP 2024 Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers NeurIPS 2024 Unveiling Semantic Information in Sentence Embeddings COLING 2024 Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024 Unveiling the Dynamics of Information Interplay in Supervised Learning ICML 2024 Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation NeurIPS 2024 Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis NeurIPS 2024 Unveiling the mystery of visual attributes of concrete and abstract concepts: Variability, nearest neighbors, and challenging categories EMNLP 2024 UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis ICML 2024 UPOCR: Towards Unified Pixel-Level OCR Interface ICML 2024 Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering AAAI 2024 UrbanDataLayer: A Unified Data Pipeline for Urban Science NeurIPS 2024 Urban Region Embedding via Multi-View Contrastive Prediction AAAI 2024 USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset NeurIPS 2024 User Embedding Model for Personalized Language Prompting EACL 2024 Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health AAAI 2024 Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis EACL 2024 Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs NeurIPS 2024 USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task SemEval 2024 Utilizing Adaptive Global Response Normalization and Cluster-Based Pseudo Labels for Zero-Shot Voice Conversion Interspeech 2024 U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation CVPR 2024 UWBA at SemEval-2024 Task 3: Dialogue Representation and Multimodal Fusion for Emotion Cause Analysis SemEval 2024 VAE-based Phoneme Alignment Using Gradient Annealing and SSL Acoustic Features Interspeech 2024 Vague Prototype-Oriented Diffusion Model for Multi-Class Anomaly Detection ICML 2024