Foundation Models

TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NeurIPS 2024 Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks NeurIPS 2024 Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NeurIPS 2024 UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science ICLR 2024 UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation NeurIPS 2024 USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation CVPR 2024 UV-SAM: Adapting Segment Anything Model for Urban Village Identification AAAI 2024 V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models AAAI 2024 Vision Foundation Model Enables Generalizable Object Pose Estimation NeurIPS 2024 Vript: A Video Is Worth Thousands of Words NeurIPS 2024 VRP-SAM: SAM with Visual Reference Prompt CVPR 2024 What matters when building vision-language models? NeurIPS 2024 WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NeurIPS 2024 WildlifeDatasets: An Open-Source Toolkit for Animal Re-Identification WACV 2024 ZeroST: Zero-Shot Speech Translation Interspeech 2024 Brant: Foundation Model for Intracranial Neural Signal NeurIPS 2023 ClimaX: A foundation model for weather and climate ICML 2023 CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not CVPR 2023 Compositional Foundation Models for Hierarchical Planning NeurIPS 2023 ConvNeXt V2: Co-Designing and Scaling ConvNets With Masked Autoencoders CVPR 2023 EVA: Exploring the Limits of Masked Visual Representation Learning at Scale CVPR 2023 Foundation Model for Material Science AAAI 2023 Foundation Model is Efficient Multimodal Multitask Model Selector NeurIPS 2023 GEO-Bench: Toward Foundation Models for Earth Monitoring NeurIPS 2023 HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NeurIPS 2023