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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

ViNT: A Foundation Model for Visual Navigation CoRL 2023 VIP5: Towards Multimodal Foundation Models for Recommendation EMNLP 2023 Visual Prompt Multi-Modal Tracking CVPR 2023 What Can Human Sketches Do for Object Detection? CVPR 2023 What’s Left? Concept Grounding with Logic-Enhanced Foundation Models NeurIPS 2023 Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023 AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels NeurIPS 2022 Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? L4DC 2022 Contrastive Adapters for Foundation Model Group Robustness NeurIPS 2022 Could Giant Pre-trained Image Models Extract Universal Representations? NeurIPS 2022 Cross-Task Generalization via Natural Language Crowdsourcing Instructions ACL 2022 Decentralized Training of Foundation Models in Heterogeneous Environments NeurIPS 2022 FETA: Towards Specializing Foundational Models for Expert Task Applications NeurIPS 2022 FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022 Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022 How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022 In-BoXBART: Get Instructions into Biomedical Multi-Task Learning NAACL 2022 Interactive Children’s Story Rewriting Through Parent-Children Interaction ACL 2022 Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022 Models Out of Line: A Fourier Lens on Distribution Shift Robustness NeurIPS 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 OmniVL: One Foundation Model for Image-Language and Video-Language Tasks NeurIPS 2022 On the Role of Neural Collapse in Transfer Learning ICLR 2022 Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization? NeurIPS 2022 Shoring up the foundations: fusing model embeddings and weak supervision UAI 2022