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Deep Learning
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Transformers
9294 directly classified papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
Incorporating Convolution Designs Into Visual Transformers
ICCV 2021
HiT: Hierarchical Transformer With Momentum Contrast for Video-Text Retrieval
ICCV 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees
EACL 2021
Attention Can Reflect Syntactic Structure (If You Let It)
EACL 2021
Aligning Subtitles in Sign Language Videos
ICCV 2021
High-Fidelity Pluralistic Image Completion With Transformers
ICCV 2021
Detecting Human-Object Relationships in Videos
ICCV 2021
Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection
ICCV 2021
BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining
ICML 2021
I-BERT: Integer-only BERT Quantization
ICML 2021
PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models
ICML 2021
Conformer Parrotron: A Faster and Stronger End-to-End Speech Conversion and Recognition Model for Atypical Speech
INTERSPEECH 2021
SOTR: Segmenting Objects With Transformers
ICCV 2021
OadTR: Online Action Detection With Transformers
ICCV 2021
Spatial-Temporal Transformer for Dynamic Scene Graph Generation
ICCV 2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT’s Heads
IJCAI 2021
Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention
IJCAI 2021
Interpretability for Morphological Inflection: from Character-level Predictions to Subword-level Rules
EACL 2021
Modeling Coreference Relations in Visual Dialog
EACL 2021
Effective Distant Supervision for Temporal Relation Extraction
EACL 2021
“Sharks are not the threat humans are”: Argument Component Segmentation in School Student Essays
EACL 2021
Medical Image Segmentation using Squeeze-and-Expansion Transformers
IJCAI 2021
Guided Attention Network for Concept Extraction
IJCAI 2021
3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds
ICCV 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions
ICCV 2021
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