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Foundation Models

259 directly classified papers

Papers per year

Papers

Segment Any Change NIPS 2024
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NIPS 2024
Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop End-To-End Autonomous Driving NIPS 2024
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment NIPS 2024
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NIPS 2024
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NIPS 2024
Cell ontology guided transcriptome foundation model NIPS 2024
BioCLIP: A Vision Foundation Model for the Tree of Life CVPR 2024
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery CVPR 2024
Federated Prompt Learning for Weather Foundation Models on Devices IJCAI 2024
A Survey on Efficient Federated Learning Methods for Foundation Model Training IJCAI 2024
Vision Foundation Model Enables Generalizable Object Pose Estimation NIPS 2024
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking NIPS 2024
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method NIPS 2024
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NIPS 2024
Interfacing Foundation Models' Embeddings NIPS 2024
WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NIPS 2024
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction NIPS 2024
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023
Self-regulating Prompts: Foundational Model Adaptation without Forgetting ICCV 2023
ConvNeXt V2: Co-Designing and Scaling ConvNets With Masked Autoencoders CVPR 2023
Segment Anything in High Quality NIPS 2023
Foundation Model is Efficient Multimodal Multitask Model Selector NIPS 2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NIPS 2023
GEO-Bench: Toward Foundation Models for Earth Monitoring NIPS 2023