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Foundation Models

278 papers

Papers per year

5
13
23
104
117
16

Papers

Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM AAAI 2025
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data AAAI 2025
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025
Federated Foundation Models on Heterogeneous Time Series AAAI 2025
MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025
Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025
Bridging Sequence-Structure Alignment in RNA Foundation Models AAAI 2025
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model AAAI 2025
FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring AAAI 2025
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025
A Survey on Foundation Language Models for Single-cell Biology ACL 2025
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025
Scalable Vision Language Model Training via High Quality Data Curation ACL 2025
FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025
Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025
Uni4D: Unifying Visual Foundation Models for 4D Modeling from a Single Video CVPR 2025
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting CVPR 2025
Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics CVPR 2025
LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025
Towards Generalizable Scene Change Detection CVPR 2025
SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models CVPR 2025