Modular Deep Learning Mechanisms for Auditable Next-Day Wildfire Spread Prediction
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VPRef: A Cross-Domain Benchmark for Referring Remote Sensing Image Segmentation
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Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents
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FLAT: Resampling Image and Text into 1D Flexible-Length Aligned Transmodal Tokens for Retrieval and Generation
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Decentralized Gossip Learning and Federated Averaging for Histopathology Image Classification
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GraLoD: Graphics-Inspired Continuous Level-of-Detail Learning for Image Restoration
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FRPSS: Feature Rearrangement in Pre-Shape Space for Single-Image Generation
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A Vision-Language Foundation Model for Precise and Comprehensive Brain Tumor Diagnosis from Preoperative Multimodal Data
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What You Can't See Is Still What You Learn: A Preregistered Sixty-Society Confirmation That Evidence Masking Drives Compositional Generalization
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Imitation Learning for Autonomous Driving in CARLA
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Learning Heterogeneous Preferences
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Pay Only for Disagreement: Certified No-Regression Verdicts for Model Updates with Matching Label-Complexity Bounds
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