conftrace_

Architectures

30,950 papers (33 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Neural Networks (13,168) Transformers (11,186) Graph Neural Networks (5,491) Autoencoders (1,313) Convolutional Neural Networks (1,049) Recurrent Neural Networks (675) Generative Adversarial Networks (94) Encoder-Decoder (36)

Papers per year

2

3

15

13

18

17

27

39

43

74

94

221

536

912

1,611

2,559

3,004

3,504

3,729

4,021

4,550

4,519

1,439

'10

'15

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Papers (including subtopics)

The Contour to Classification Game AAAI 2021 The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers EMNLP 2021 The DiCOVA 2021 Challenge — An Encoder-Decoder Approach for COVID-19 Recognition from Coughing Audio Interspeech 2021 The DKU-Duke-Lenovo System Description for the Fearless Steps Challenge Phase III Interspeech 2021 The Dynamics of Gradient Descent for Overparametrized Neural Networks L4DC 2021 The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks COLT 2021 The FairyNet Corpus - Character Networks for German Fairy Tales EMNLP 2021 The Fujitsu DMATH Submissions for WMT21 News Translation and Biomedical Translation Tasks EMNLP 2021 The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning NeurIPS 2021 The geometry of integration in text classification RNNs ICLR 2021 The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures CVPR 2021 The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning ICML 2021 The IDC System for Sentiment Classification and Sarcasm Detection in Arabic EACL 2021 The ID R&D System Description for Short-Duration Speaker Verification Challenge 2021 Interspeech 2021 The Image Local Autoregressive Transformer NeurIPS 2021 The Impact of Positional Encodings on Multilingual Compression EMNLP 2021 The Implicit Bias of Minima Stability: A View from Function Space NeurIPS 2021 The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task EMNLP 2021 The Lipschitz Constant of Self-Attention ICML 2021 The LMU Munich System for the WMT 2021 Large-Scale Multilingual Machine Translation Shared Task EMNLP 2021 The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021 The Mininglamp Machine Translation System for WMT21 EMNLP 2021 The Neural Tangent Link Between CNN Denoisers and Non-Local Filters CVPR 2021 The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task ACL 2021 The NiuTrans Machine Translation Systems for WMT21 EMNLP 2021