Representation Learning

Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025 Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity ICLR 2025 TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning ICCV 2025 Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025 Training-free Open-Vocabulary Semantic Segmentation via Diverse Prototype Construction and Sub-region Matching AAAI 2025 Training Matting Models Without Alpha Labels AAAI 2025 TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025 TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction MLHC 2025 Transfer of Structural Knowledge from Synthetic Languages ACL 2025 Transferring Extreme Subword Style Using Ngram Model-Based Logit Scaling NAACL 2025 Transformer-based Causal Language Models Perform Clustering NAACL 2025 Transformer-Based Spatial-Temporal Counterfactual Outcomes Estimation ICML 2025 Transformer-based Speech Model Learns Well as Infants and Encodes Abstractions through Exemplars in the Poverty of the Stimulus Environment COLING 2025 Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025 Transformer Block Coupling and its Correlation with Generalization in LLMs ICLR 2025 Transformer Layers as Painters AAAI 2025 Transformers Struggle to Learn to Search ICLR 2025 TreeFormer: Single-View Plant Skeleton Estimation via Tree-Constrained Graph Generation WACV 2025 TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree ICML 2025 Tree-NeRV: Efficient Non-Uniform Sampling for Neural Video Representation via Tree-Structured Feature Grids ICCV 2025 TReF-6: Inferring Task-Relevant Frames from a Single Demonstration for One-Shot Skill Generalization CoRL 2025 Tri-Ergon: Fine-Grained Video-to-Audio Generation with Multi-Modal Conditions and LUFS Control AAAI 2025 TRUST: Time-Domain Residual Unsupervised Stability Technique for Improved Heart Rate Estimation WACV 2025 TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning IJCAI 2025 Tuning Into Bias: A Computational Study of Gender Bias in Song Lyrics NAACL 2025