Representation Learning

TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation ICML 2025 T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data ICLR 2025 TLDR: Text Based Last-Layer Retraining for Debiasing Image Classifiers WACV 2025 T-MDML: Triplet-based Multiple Distance Metric Learning for Multi-Instance Multi-Label Classification with Label Correlation AAAI 2025 T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring COLING 2025 TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings AAAI 2025 Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning ICML 2025 Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning ICML 2025 Token Coordinated Prompt Attention is Needed for Visual Prompting ICML 2025 Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025 Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation AAAI 2025 Tokenization is Sensitive to Language Variation ACL 2025 To Label or Not to Label: PALM - A Predictive Model for Evaluating Sample Efficiency in Active Learning Models ICCV 2025 Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts? NAACL 2025 ToolExpNet: Optimizing Multi-Tool Selection in LLMs with Similarity and Dependency-Aware Experience Networks ACL 2025 Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View ICCV 2025 Topic Coverage-based Demonstration Retrieval for In-Context Learning EMNLP 2025 TopicGeo: An Efficient Unified Framework for Geolocation ICCV 2025 Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025 TOPLOC: A Locality Sensitive Hashing Scheme for Trustless Verifiable Inference ICML 2025 TopoGaussian: Inferring Internal Topology Structures from Visual Clues ICLR 2025 Topology-aware Neural Flux Prediction Guided by Physics ICML 2025 Top-one Recommendation with Anonymous User Behaviors (Student Abstract) AAAI 2025 TopoNets: High performing vision and language models with brain-like topography ICLR 2025 To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025