Representation Learning

TDSNNs: Competitive Topographic Deep Spiking Neural Networks for Visual Cortex Modeling AAAI 2026 TDSS: Task Dynamic-Synergistic Skill Adaptation for Boosting Efficient and Scalable Multi-Task Learning in Dense Visual Prediction AAAI 2026 Teaching NLP in the AI Era: Experiences from the University of Latvia EACL 2026 Temporal Calibrating and Distilling for Scene-Text Aware Text-Video Retrieval AAAI 2026 Tensorized Label Learning via Balanced Tensor Regression AAAI 2026 TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation CVPR 2026 TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026 TFD-Net: Towards Intelligent Time-Frequency Mode Decomposition with Practical Applications AAAI 2026 The Proxy Presumption: From Semantic Embeddings to Valid Social Measures ACL 2026 The Semantic Architect: How FEAML Bridges Structured Data and LLMs for Multi-Label Tasks AAAI 2026 The Structure-Equivalent Prior: Unifying Temporal Dynamics and 3D Evolution in 4D Latent Space AAAI 2026 TiCLS: Tightly Coupled Language Text Spotter WACV 2026 TimeCAP: A Channel-Aware Pre-Training Framework for Multivariate Time Series Forecasting AAAI 2026 Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications AAAI 2026 Timestamp Query Transformer for Temporal Action Segmentation WACV 2026 Token-Context Attention for NLI: An Alternative to Self-Attention AAAI 2026 TokenTrace: Multi-Concept Attribution through Watermarked Token Recovery CVPR 2026 TOPOGRAPH: Topology-Preserving Graph Reduction with Adaptive Structure for Persistent Homology AAAI 2026 Topology-aware Knowledge Preservation for Class-Incremental Learning AAAI 2026 Topology-Enhanced and Label Correlation-Aware Model for Protein-Protein Interaction Prediction AAAI 2026 TopoRec: Point Cloud Recognition Using Topological Data Analysis WACV 2026 Towards a Common Framework for Autoformalization AAAI 2026 Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning AAAI 2026 Towards Data-Efficient Deep Learning for RNA 3D Structure Prediction and Design AAAI 2026 Toward Time-Continuous Data Inference in Sparse Urban CrowdSensing AAAI 2026