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feature representation

551 papers

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representation learning (64) convolutional neural network (63) self-supervised learning (41) transfer learning (38) person re-identification (38) contrastive learning (37) neural network (37) image classification (34) unsupervised learning (31) domain adaptation (31)

Papers

Integrating Low-Level Visual Cues for Enhanced Unsupervised Semantic Segmentation AAAI 2025 Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025 Learning Mask Invariant Mutual Information for Masked Image Modeling ICLR 2025 Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking CVPR 2025 Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection AAAI 2025 M3amba: Memory Mamba is All You Need for Whole Slide Image Classification CVPR 2025 Micro-macro Wavelet-based Gaussian Splatting for 3D Reconstruction from Unconstrained Images AAAI 2025 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025 MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse AAAI 2025 Multi-Feature Graph Convolution Network for Hindi OCR Verification AACL 2025 NCAP: Scene Text Image Super-Resolution with Non-CAtegorical Prior WACV 2025 Neuromanifold-Regularized KANs for Shape-fair Feature Representations ICCV 2025 On the Importance of Gaussianizing Representations ICML 2025 On the Local Complexity of Linear Regions in Deep ReLU Networks ICML 2025 OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning AAAI 2025 SACB-Net: Spatial-awareness Convolutions for Medical Image Registration CVPR 2025 Self-Supervised Spatial Correspondence Across Modalities CVPR 2025 Similar Modality Enhancement and Action Consistency Learning for Weakly Supervised Temporal Action Localization AAAI 2025 SINE: Scalable MPE Inference for Probabilistic Graphical Models using Advanced Neural Embeddings AISTATS 2025 Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds Interspeech 2025 SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025 TDCSA: LLM-Guided Top-Down Approach for Robust Citation Sentiment Analysis ACL 2025 The Knowledge Microscope: Features as Better Analytical Lenses than Neurons ACL 2025 Tracing Copied Pixels and Regularizing Patch Affinity in Copy Detection ICCV 2025 VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision CoRL 2025