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conftrace_

foundation model

962 papers

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Also known as

FMS FM

Co-occurring keywords · papers mentioning both

multimodal learning (149) zero-shot learning (114) transfer learning (104) vision-language model (85) large language model (78) semantic segmentation (73) self-supervised learning (70) representation learning (54) domain adaptation (51) few-shot learning (46)

Papers

DSFedMed: Dual-Scale Federated Medical Image Segmentation via Mutual Distillation Between Foundation and Lightweight Models AAAI 2026 DynamicEarth: How Far Are We from Open-Vocabulary Change Detection? AAAI 2026 E³SAM2: Entropy-Aware and Edge-Guided Adaptation of SAM2 for Echocardiography Video Segmentation AAAI 2026 Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization AAAI 2026 FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients AAAI 2026 Fine-Tuning Impairs the Balancedness of Foundation Models in Long-tailed Personalized Federated Learning CVPR 2026 Flowing Backwards: Improving Normalizing Flows via Reverse Representation Alignment AAAI 2026 fMRI-LM: Towards a Universal Foundation Model for Language-Aligned fMRI Understanding CVPR 2026 Foundation-Adaptive Integrated Refinement for Generalized Category Discovery AAAI 2026 FoundIR-v2: Optimizing Pre-Training Data Mixtures for Image Restoration Foundation Model CVPR 2026 FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence AAAI 2026 From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation WACV 2026 F-ViTA: Foundation Model Guided Visible to Infrared Translation WACV 2026 Generalized and Personalized Federated Learning with Black-Box Foundation Models via Orthogonal Transformations CVPR 2026 GeoSANE: Learning Geospatial Representations from Models, Not Data CVPR 2026 GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026 Grounding Degradations in Natural Language for All-In-One Video Restoration WACV 2026 Harnessing the Power of Foundation Models for Accurate Material Classification CVPR 2026 HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026 HyperCOD: The First Challenging Benchmark and Baseline for Hyperspectral Camouflaged Object Detection AAAI 2026 Immunizing Models Against Harmful Long-Horizon Fine-Tuning via Contractive Optimization Dynamics CVPR 2026 Improve Molecular Conformation Modeling with Geometric Deep Learning AAAI 2026 Improving Sparse Autoencoder with Dynamic Attention CVPR 2026 Kronos: A Foundation Model for the Language of Financial Markets AAAI 2026 LabelG: Consistent Pairwise 3D CT Image and Segmentation Mask Generation via Medical Foundation Models MIDL 2026