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Foundation Models

259 directly classified papers

Papers per year

Papers

CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not CVPR 2023
Foundation Model for Material Science AAAI 2023
Compositional Foundation Models for Hierarchical Planning NIPS 2023
Segment Anything in 3D with NeRFs NIPS 2023
Brant: Foundation Model for Intracranial Neural Signal NIPS 2023
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale CVPR 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models EMNLP 2023
Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023
VIP5: Towards Multimodal Foundation Models for Recommendation EMNLP 2023
KWJA: A Unified Japanese Analyzer Based on Foundation Models ACL 2023
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ACL 2023
ClimaX: A foundation model for weather and climate ICML 2023
TRAK: Attributing Model Behavior at Scale ICML 2023
On the Power of Foundation Models ICML 2023
RevColV2: Exploring Disentangled Representations in Masked Image Modeling NIPS 2023
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
Benchmarking Language Models for Code Syntax Understanding EMNLP 2022
Decentralized Training of Foundation Models in Heterogeneous Environments NIPS 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications NIPS 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022
Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search CVPR 2022