Representation Learning

Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025 Scale-Free Graph-Language Models ICLR 2025 Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling ICCV 2025 Scaling and evaluating sparse autoencoders ICLR 2025 Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing ACL 2025 Scaling Effects on Latent Representation Edits in GPT Models (Student Abstract) AAAI 2025 Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More ICML 2025 Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities ICCV 2025 Scaling ResNets in the Large-depth Regime JMLR 2025 Scaling Sparse Feature Circuits For Studying In-Context Learning ICML 2025 Scaling Up Temporal Domain Generalization via Temporal Experts Averaging EMNLP 2025 Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation ICML 2025 ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025 SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection EMNLP 2025 ScEdit: Script-based Assessment of Knowledge Editing ACL 2025 Scene-Aware Urban Design: A Human–AI Recommendation Framework Using Co-Occurrence Embeddings and Vision-Language Models NeurIPS 2025 SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models ICCV 2025 Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure ICLR 2025 sciLaMA: A Single-Cell Representation Learning Framework to Leverage Prior Knowledge from Large Language Models ICML 2025 scMBERT: A Pre-Trained Deep Learning Model for Single-Cell Multiomic Data Representation and Prediction (Student Abstract) AAAI 2025 SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain IJCAI 2025 Score-based Causal Representation Learning: Linear and General Transformations JMLR 2025 ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation AAAI 2025 SCOT: Self-Supervised Contrastive Pretraining for Zero-Shot Compositional Retrieval WACV 2025 Script-Agnosticism and its Impact on Language Identification for Dravidian Languages NAACL 2025