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Foundation Models

4845 directly classified papers

Papers per year

Papers

Learning To Prompt for Open-Vocabulary Object Detection With Vision-Language Model CVPR 2022
OW-DETR: Open-World Detection Transformer CVPR 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers ICML 2022
A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NIPS 2022
X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications SEMEVAL 2022
Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression SEMEVAL 2022
Generative Cooperative Networks for Natural Language Generation ICML 2022
Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions NIPS 2022
Zero-Shot Reward Specification via Grounded Natural Language ICML 2022
Optimizing Tensor Network Contraction Using Reinforcement Learning ICML 2022
History Compression via Language Models in Reinforcement Learning ICML 2022
General-purpose, long-context autoregressive modeling with Perceiver AR ICML 2022
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 2022
Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images ICML 2022
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation EMNLP 2022
Learning to Revise References for Faithful Summarization EMNLP 2022
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022
Generating Classical Arabic Poetry using Pre-trained Models EMNLP 2022
Felix&Julia at SemEval-2022 Task 4: Patronizing and Condescending Language Detection SEMEVAL 2022
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles SEMEVAL 2022
Black-Box Tuning for Language-Model-as-a-Service ICML 2022