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transformer architecture

1555 papers

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TA

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attention mechanism (3975) neural machine translation (2310) transformer model (1988) representation learning (6174) language model (4573) neural network (6616) self-attention mechanism (350) multimodal learning (4622) machine translation (2472) large language model (12755)

Papers

TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models AAAI 2023
A Multi-Scale Attentive Transformer for Multi-Instrument Symbolic Music Generation INTERSPEECH 2023
Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular Graphs AAAI 2023
H-AES: Towards Automated Essay Scoring for Hindi AAAI 2023
Referring Multi-Object Tracking CVPR 2023
RUST: Latent Neural Scene Representations From Unposed Imagery CVPR 2023
Cascaded Local Implicit Transformer for Arbitrary-Scale Super-Resolution CVPR 2023
Masked Image Training for Generalizable Deep Image Denoising CVPR 2023
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video ICML 2023
Local Implicit Ray Function for Generalizable Radiance Field Representation CVPR 2023
TeamEC at SemEval-2023 Task 4: Transformers vs. Low-Resource Dictionaries, Expert Dictionary vs. Learned Dictionary SEMEVAL 2023
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences SEMEVAL 2023
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation CVPR 2023
Viettel-AI at SemEval-2023 Task 6: Legal Document Understanding with Longformer for Court Judgment Prediction with Explanation SEMEVAL 2023
Multi-Modal Gait Recognition via Effective Spatial-Temporal Feature Fusion CVPR 2023
Andronicus of Rhodes at SemEval-2023 Task 4: Transformer-Based Human Value Detection Using Four Different Neural Network Architectures SEMEVAL 2023
One-to-Few Label Assignment for End-to-End Dense Detection CVPR 2023
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks CVPR 2023
Time-Conditioned Generative Modeling of Object-Centric Representations for Video Decomposition and Prediction UAI 2023
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-Localization Using Hierarchies and Scenes CVPR 2023
MIMO Is All You Need：A Strong Multi-in-Multi-Out Baseline for Video Prediction AAAI 2023
MP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra INTERSPEECH 2023
Rotation-Invariant Transformer for Point Cloud Matching CVPR 2023
MUTEX: Learning Unified Policies from Multimodal Task Specifications CORL 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation CVPR 2023