Representation Learning

Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax ICLR 2025 Efficient Document-level Event Relation Extraction NAACL 2025 Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention CVPR 2025 Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions AAAI 2025 Efficient Learning with Sine-Activated Low-Rank Matrices ICLR 2025 Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts ICLR 2025 Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025 Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025 Efficient Network Automatic Relevance Determination ICML 2025 Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling JMLR 2025 Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition JMLR 2025 Efficient Online Training for Zero-Shot Time-Lapse Microscopy Denoising and Super-Resolution AAAI 2025 Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance CVPR 2025 Efficient Visual Representation Learning with Heat Conduction Equation IJCAI 2025 EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025 Egalitarian Language Representation in Language Models: It All Begins with Tokenizers COLING 2025 EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds ICCV 2025 Egocentric Object-Interaction Anticipation with Retentive and Predictive Learning IJCAI 2025 EigenGS Representation: From Eigenspace to Gaussian Image Space CVPR 2025 ElaD-Net: An Elastic Semantic Decoupling Network for Lesion Segmentation in Breast Ultrasound Images IJCAI 2025 Electron Density-enhanced Molecular Geometry Learning IJCAI 2025 ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics ICML 2025 Eliciting Textual Descriptions from Representations of Continuous Prompts ACL 2025 eLIR-Net: An Efficient AI Solution for Image Retouching WACV 2025 Elucidating the design space of language models for image generation ICML 2025