Representation Learning

Decomposition of Graphic Design with Unified Multimodal Model ICML 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025 Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025 Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection CVPR 2025 DeepCrossAttention: Supercharging Transformer Residual Connections ICML 2025 Deep Disentangled Metric Learning AAAI 2025 Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025 Deep Graph Online Hashing for Multi-Label Image Retrieval AAAI 2025 Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance ICCV 2025 Deep Incomplete Multi-view Learning via Cyclic Permutation of VAEs ICLR 2025 Deep Kernel Posterior Learning under Infinite Variance Prior Weights ICLR 2025 DeepLayout: Learning Neural Representations of Circuit Placement Layout ICML 2025 Deep Learning for Multivariate Time Series Imputation: A Survey IJCAI 2025 Deep Linear Probe Generators for Weight Space Learning ICLR 2025 Deep Networks Learn Features From Local Discontinuities in the Label Function ICLR 2025 Deep Principal Support Vector Machines for Nonlinear Sufficient Dimension Reduction ICML 2025 Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025 Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines ICML 2025 DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model ICLR 2025 Deep Space Weather Model: Long-Range Solar Flare Prediction from Multi-Wavelength Images ICCV 2025 Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025 Deep-Union Completion AAAI 2025 Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025 DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying COLING 2025