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transformer architecture

1555 papers

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Also known as

TA

Co-occurring keywords

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

Character-centric Story Visualization via Visual Planning and Token Alignment EMNLP 2022
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better Than Dot-Product Self-Attention CVPR 2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing CVPR 2022
MAT: Mask-Aware Transformer for Large Hole Image Inpainting CVPR 2022
A Brand New Dance Partner: Music-Conditioned Pluralistic Dancing Controlled by Multiple Dance Genres CVPR 2022
RSTT: Real-Time Spatial Temporal Transformer for Space-Time Video Super-Resolution CVPR 2022
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation NIPS 2022
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks NIPS 2022
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer NIPS 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification NIPS 2022
TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation NIPS 2022
Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition NIPS 2022
Behavior Transformers: Cloning $k$ modes with one stone NIPS 2022
VITA: Video Instance Segmentation via Object Token Association NIPS 2022
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem NIPS 2022
Transformers from an Optimization Perspective NIPS 2022
A Transformer-Based Object Detector with Coarse-Fine Crossing Representations NIPS 2022
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NIPS 2022
Segmenting Moving Objects via an Object-Centric Layered Representation NIPS 2022
PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points NIPS 2022
MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning NIPS 2022
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition NIPS 2022
Pyramid Attention For Source Code Summarization NIPS 2022
Self-Supervised Transformers for fMRI representation MIDL 2022