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Transformers

9,294 papers

Papers per year

Papers

Training data-efficient image transformers & distillation through attention ICML 2021
PixelTransformer: Sample Conditioned Signal Generation ICML 2021
Evolving Attention with Residual Convolutions ICML 2021
Thinking Like Transformers ICML 2021
Which transformer architecture fits my data? A vocabulary bottleneck in self-attention ICML 2021
LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning ICML 2021
EL-Attention: Memory Efficient Lossless Attention for Generation ICML 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers ICML 2021
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling ICML 2021
Two Heads are Better Than One: Hypergraph-Enhanced Graph Reasoning for Visual Event Ratiocination ICML 2021
TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning IJCAI 2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT’s Heads IJCAI 2021
Medical Image Segmentation using Squeeze-and-Expansion Transformers IJCAI 2021
Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention IJCAI 2021
Local Representation is Not Enough: Soft Point-Wise Transformer for Descriptor and Detector of Local Features IJCAI 2021
Segmenting Transparent Objects in the Wild with Transformer IJCAI 2021
A Sketch-Transformer Network for Face Photo-Sketch Synthesis IJCAI 2021
PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation IJCAI 2021
Guided Attention Network for Concept Extraction IJCAI 2021
UIBert: Learning Generic Multimodal Representations for UI Understanding IJCAI 2021
Learning Attributed Graph Representation with Communicative Message Passing Transformer IJCAI 2021
KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation IJCAI 2021
Rethinking Label-Wise Cross-Modal Retrieval from A Semantic Sharing Perspective IJCAI 2021
Document-level Relation Extraction as Semantic Segmentation IJCAI 2021
A Bidirectional Transformer Based Alignment Model for Unsupervised Word Alignment IJCNLP 2021