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Foundation Models

278 papers

Papers per year

5
13
23
104
117
16

Papers

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
Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models EMNLP 2023
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023
VIP5: Towards Multimodal Foundation Models for Recommendation EMNLP 2023
Self-regulating Prompts: Foundational Model Adaptation without Forgetting ICCV 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
Foundation Posteriors for Approximate Probabilistic Inference NIPS 2022
Decentralized Training of Foundation Models in Heterogeneous Environments NIPS 2022
Patching open-vocabulary models by interpolating weights 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
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022
Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search CVPR 2022
FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model CVPR 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
Benchmarking Language Models for Code Syntax Understanding EMNLP 2022
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL 2021
VinVL: Revisiting Visual Representations in Vision-Language Models CVPR 2021