Representation Learning

Countering Multi-modal Representation Collapse through Rank-targeted Fusion WACV 2026 Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling EACL 2026 Covariance Scattering Transforms AAAI 2026 Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026 Cross Modal Fine-grained Alignment via Granularity-aware and Region-uncertain Modeling AAAI 2026 Cross-view Anchor Graph Learning and Factorization for Incomplete Multi-view Clustering AAAI 2026 Cylindrical Lattice Embedding for Program Induction AAAI 2026 D²PPO: Diffusion Policy Policy Optimization with Dispersive Loss AAAI 2026 D3: Dynamic Docid Decoding for Multi-Intent Generative Retrieval EACL 2026 D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs AAAI 2026 DANS-KGC: Diffusion Based Adaptive Negative Sampling for Knowledge Graph Completion AAAI 2026 DAPrompt: Dual Alignment Prompt of Structure and Semantics for Few-shot Graph Learning AAAI 2026 Data-Centric Sequential Recommendation with Relation-Augmented Generation AAAI 2026 DcMatch: Unsupervised Multi-Shape Matching with Dual-Level Consistency AAAI 2026 DCSN-NLP at MWE-2026 AdMIRe 2: Bridging Literal and Figurative Meaning Through Hierarchical Multimodal Reasoning EACL 2026 DC-SPAN: A Dual Contrastive Attention Network for Multi-View Clustering AAAI 2026 DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation AAAI 2026 Decoupled Spatiotemporal Forecasting from Extreme Sparse Observations via Quantized Latent Space AAAI 2026 Deepfake Detection that Generalizes Across Benchmarks WACV 2026 Deep Model Reuse: Paving the Way for Efficient and Generalizable AI Systems AAAI 2026 DegVoC: Revisiting Neural Vocoder from a Degradation Perspective AAAI 2026 Denoise, Divide, Distill, and Predict (D3P): Towards Forecasting Long-horizon Real-world Anomaly from Normalcy WACV 2026 Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering EACL 2026 De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion AAAI 2026 Dense Cross-Scale Image Alignment with Fully Spatial Correlation and Just Noticeable Difference Guidance AAAI 2026