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Transformers

9,294 papers

Papers per year

Papers

Visual Attention Emerges from Recurrent Sparse Reconstruction ICML 2022
Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer ICML 2022
What Dense Graph Do You Need for Self-Attention? ICML 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ICML 2022
Self-supervised Models are Good Teaching Assistants for Vision Transformers ICML 2022
Flowformer: Linearizing Transformers with Conservation Flows ICML 2022
Prompting Decision Transformer for Few-Shot Policy Generalization ICML 2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks ICML 2022
Searching for BurgerFormer with Micro-Meso-Macro Space Design ICML 2022
De novo mass spectrometry peptide sequencing with a transformer model ICML 2022
Multi Resolution Analysis (MRA) for Approximate Self-Attention ICML 2022
Position Prediction as an Effective Pretraining Strategy ICML 2022
Examining Scaling and Transfer of Language Model Architectures for Machine Translation ICML 2022
Ripple Attention for Visual Perception with Sub-quadratic Complexity ICML 2022
Linear Complexity Randomized Self-attention Mechanism ICML 2022
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning ICML 2022
Understanding The Robustness in Vision Transformers ICML 2022
SVTR: Scene Text Recognition with a Single Visual Model IJCAI 2022
SparseTT: Visual Tracking with Sparse Transformers IJCAI 2022
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer IJCAI 2022
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise 
Perspective for Medical Image Segmentation IJCAI 2022
SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image IJCAI 2022
MMNet: Muscle Motion-Guided Network for Micro-Expression Recognition IJCAI 2022
RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection IJCAI 2022
FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022