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Transformers

9,294 papers

Papers per year

Papers

Short-Term Solar Irradiance Prediction From Sky Images With a Clear Sky Model WACV 2022
Robust Lane Detection via Expanded Self Attention WACV 2022
Learning Temporal Video Procedure Segmentation From an Automatically Collected Large Dataset WACV 2022
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation WACV 2022
M3DETR: Multi-Representation, Multi-Scale, Mutual-Relation 3D Object Detection With Transformers WACV 2022
UniDoc: Unified Pretraining Framework for Document Understanding NIPS 2021
Multimodal Few-Shot Learning with Frozen Language Models NIPS 2021
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers NIPS 2021
Global Filter Networks for Image Classification NIPS 2021
Systematic Generalization with Edge Transformers NIPS 2021
TransformerFusion: Monocular RGB Scene Reconstruction using Transformers NIPS 2021
TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification NIPS 2021
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method NIPS 2021
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification NIPS 2021
Associating Objects with Transformers for Video Object Segmentation NIPS 2021
Word2Fun: Modelling Words as Functions for Diachronic Word Representation NIPS 2021
CoAtNet: Marrying Convolution and Attention for All Data Sizes NIPS 2021
Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning NIPS 2021
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention NIPS 2021
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training NIPS 2021
SketchGen: Generating Constrained CAD Sketches NIPS 2021
Grounding Spatio-Temporal Language with Transformers NIPS 2021
Blending Anti-Aliasing into Vision Transformer NIPS 2021
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems NIPS 2021
Dynamic Grained Encoder for Vision Transformers NIPS 2021