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Transformers

10,397 papers

Papers per year

6
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Papers

End-to-End Line Drawing Vectorization AAAI 2022
Deeply Tensor Compressed Transformers for End-to-End Object Detection AAAI 2022
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022
CTIN: Robust Contextual Transformer Network for Inertial Navigation AAAI 2022
BERTMap: A BERT-Based Ontology Alignment System AAAI 2022
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022
Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022
Transformer with Memory Replay AAAI 2022
Frozen Pretrained Transformers as Universal Computation Engines AAAI 2022
Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning AAAI 2022
Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations AAAI 2022
Go Wider Instead of Deeper AAAI 2022
MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation AAAI 2022
Co-promotion Predictions of Financing Market and Sales Market: A Cooperative-Competitive Attention Approach AAAI 2022
SSAST: Self-Supervised Audio Spectrogram Transformer AAAI 2022
Block-Skim: Efficient Question Answering for Transformer AAAI 2022
Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation AAAI 2022
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision AAAI 2022
CAISE: Conversational Agent for Image Search and Editing AAAI 2022
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation AAAI 2022
Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder AAAI 2022
CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022
Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes AAAI 2022
Transformer Uncertainty Estimation with Hierarchical Stochastic Attention AAAI 2022