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transformer architecture

1555 papers

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Also known as

TTE STTR TGT DIT ENT BERT DETR ROBERTA 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

Graph Convolutions Enrich the Self-Attention in Transformers! NIPS 2024
einspace: Searching for Neural Architectures from Fundamental Operations NIPS 2024
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NIPS 2024
Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models ACL 2024
FFT-Based Dynamic Token Mixer for Vision AAAI 2024
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks NIPS 2024
Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024
Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction CVPR 2024
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers NAACL 2024
OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning CVPR 2024
Algebraic Positional Encodings NIPS 2024
ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses NIPS 2024
A Transformer with Stack Attention NAACL 2024
Controllable Text Generation with Residual Memory Transformer ACL 2024
A Multimodal Benchmark and Improved Architecture for Zero Shot Learning WACV 2024
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction WACV 2024
Longformer: Longitudinal Transformer for Alzheimer's Disease Classification With Structural MRIs WACV 2024
Cross-Attention Between Satellite and Ground Views for Enhanced Fine-Grained Robot Geo-Localization WACV 2024
Single Frame Semantic Segmentation Using Multi-Modal Spherical Images WACV 2024
Cell Graph Transformer for Nuclei Classification AAAI 2024
Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging AAAI 2024
Patch-Based Selection and Refinement for Early Object Detection WACV 2024
Understanding Transformer Reasoning Capabilities via Graph Algorithms NIPS 2024
SEMA: Semantic Attention for Capturing Long-Range Dependencies in Egocentric Lifelogs WACV 2024
Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer with Adaptive Channel Expansion AAAI 2024