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Representation Learning

18,863 papers

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Papers

AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation ICCV 2025
Local Scale Equivariance with Latent Deep Equilibrium Canonicalizer ICCV 2025
Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks? ICML 2025
Boosting Protein Graph Representations through Static-Dynamic Fusion ICML 2025
Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency IJCAI 2025
Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025
Multi-View Learning with Context-Guided Receptance for Image Denoising IJCAI 2025
Egocentric Object-Interaction Anticipation with Retentive and Predictive Learning IJCAI 2025
Richer Semantics, Better Alignment: Aligning Visual Features with Explicit and Enriched Semantics for Visible-Infrared Person Re-Identification IJCAI 2025
Adaptive Language-Aware Image Reflection Removal Network IJCAI 2025
Progressive Modality-Adaptive Interactive Network for Multi-Modality Image Fusion IJCAI 2025
UniCT Depth: Event-Image Fusion Based Monocular Depth Estimation with Convolution-Compensated ViT Dual SA Block IJCAI 2025
Exploring Efficient and Effective Sequence Learning for Visual Object Tracking IJCAI 2025
Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T Tracking IJCAI 2025
Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification IJCAI 2025
MGCA-Net: Multi-Graph Contextual Attention Network for Two-View Correspondence Learning IJCAI 2025
Fusion of Granular-Ball Visual Spatial Representations for Enhanced Facial Expression Recognition IJCAI 2025
Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance IJCAI 2025
Wave-wise Discriminative Tracking by Phase-Amplitude Separation, Augmentation and Mixture IJCAI 2025
Drafting and Revision: Advancing High-Fidelity Video Inpainting IJCAI 2025
ElaD-Net: An Elastic Semantic Decoupling Network for Lesion Segmentation in Breast Ultrasound Images IJCAI 2025
Cross-modal Collaborative Representation Learning for Text-to-Image Person Retrieval IJCAI 2025
Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning IJCAI 2025
Multimodal Image Matching Based on Cross-Modality Completion Pre-training IJCAI 2025
Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning IJCAI 2025