conftrace_

foundation model

735 papers

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Also known as

FMS FM

Co-occurring keywords

multimodal learning (4645) zero-shot learning (3650) transfer learning (5449) large language model (13587) semantic segmentation (3186) vision-language model (2348) self-supervised learning (3777) representation learning (6206) domain adaptation (4595) few-shot learning (3398)

Papers

ESG Impact Type Classification: Leveraging Strategic Prompt Engineering and LLM Fine-Tuning IJCNLP 2023
Benchmarking Foundation Models with Language-Model-as-an-Examiner NIPS 2023
Foundation Model for Material Science AAAI 2023
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought NIPS 2023
Segment Anything in High Quality NIPS 2023
Contrastive Adapters for Foundation Model Group Robustness NIPS 2022
Interactive Children’s Story Rewriting Through Parent-Children Interaction ACL 2022
Models Out of Line: A Fourier Lens on Distribution Shift Robustness NIPS 2022
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022
Decentralized Training of Foundation Models in Heterogeneous Environments NIPS 2022
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning NIPS 2022
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels NIPS 2022
Could Giant Pre-trained Image Models Extract Universal Representations? NIPS 2022
FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? L4DC 2022
Shoring up the foundations: fusing model embeddings and weak supervision UAI 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture CVPR 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications NIPS 2022
Visual Prompting via Image Inpainting NIPS 2022
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning NAACL 2022
Cross-Task Generalization via Natural Language Crowdsourcing Instructions ACL 2022