Foundation Models

KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023 KWJA: A Unified Japanese Analyzer Based on Foundation Models ACL 2023 On the Power of Foundation Models ICML 2023 Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models EMNLP 2023 RevColV2: Exploring Disentangled Representations in Masked Image Modeling NeurIPS 2023 Segment Anything in 3D with NeRFs NeurIPS 2023 Segment Anything in High Quality NeurIPS 2023 Self-regulating Prompts: Foundational Model Adaptation without Forgetting ICCV 2023 Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ACL 2023 Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023 TRAK: Attributing Model Behavior at Scale ICML 2023 Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023 VIP5: Towards Multimodal Foundation Models for Recommendation EMNLP 2023 Benchmarking Language Models for Code Syntax Understanding EMNLP 2022 BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022 Decentralized Training of Foundation Models in Heterogeneous Environments NeurIPS 2022 ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 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 Foundation Posteriors for Approximate Probabilistic Inference NeurIPS 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 Patching open-vocabulary models by interpolating weights NeurIPS 2022 Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search CVPR 2022 Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model CVPR 2022