Representation Learning

Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning ICLR 2025 Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025 Synthetic continued pretraining ICLR 2025 System 1.x: Learning to Balance Fast and Slow Planning with Language Models ICLR 2025 Systematic Evaluation of Auto-Encoding and Large Language Model Representations for Capturing Author States and Traits ACL 2025 T2DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning ACL 2025 T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models IJCAI 2025 TabICL: A Tabular Foundation Model for In-Context Learning on Large Data ICML 2025 Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025 Tackling View-Dependent Semantics in 3D Language Gaussian Splatting ICML 2025 TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025 TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration EMNLP 2025 Tahḏīb: A Rhythm-Aware Phrase Insertion for Classical Arabic Poetry Composition EMNLP 2025 TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection CVPR 2025 TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection AAAI 2025 Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective EMNLP 2025 TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models CVPR 2025 Targeted Source Text Editing for Machine Translation: Exploiting Quality Estimators and Large Language Models EMNLP 2025 Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation AAAI 2025 Task-Agnostic Guided Feature Expansion for Class-Incremental Learning CVPR 2025 Task Generalization with Autoregressive Compositional Structure: Can Learning from D Tasks Generalize to D^T Tasks? ICML 2025 TaxaBind: A Unified Embedding Space for Ecological Applications WACV 2025 TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances AAAI 2025 TCDM: A Temporal Correlation-Empowered Diffusion Model for Time Series Forecasting IJCAI 2025 Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder AAAI 2025