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)

Arabic Code-Switching Speech Recognition Using Monolingual Data Interspeech 2021 ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective EMNLP 2021 ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ACL 2021 ARCH++: Animation-Ready Clothed Human Reconstruction Revisited ICCV 2021 Architecture Disentanglement for Deep Neural Networks ICCV 2021 ArCorona: Analyzing Arabic Tweets in the Early Days of Coronavirus (COVID-19) Pandemic EACL 2021 ARDL - A Library for Adaptive Robotic Dynamics Learning L4DC 2021 Are BERTs Sensitive to Native Interference in L2 Production? EMNLP 2021 A Receptor Skeleton for Capsule Neural Networks ICML 2021 A regularization term for slide correlation reduction in whole slide image analysis with deep learning MIDL 2021 Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training NeurIPS 2021 Are Pretrained Convolutions Better than Pretrained Transformers? ACL 2021 A reproduction of Apple’s bi-directional LSTM models for language identification in short strings EACL 2021 Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task EMNLP 2021 A ResNet-50-Based Convolutional Neural Network Model for Language ID Identification from Speech Recordings NAACL 2021 Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement EMNLP 2021 Are Transformers more robust than CNNs? NeurIPS 2021 Are wider nets better given the same number of parameters? ICLR 2021 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization EMNLP 2021 Artificial Text Detection via Examining the Topology of Attention Maps EMNLP 2021 A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs NeurIPS 2021 A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering ACL 2021 ASHF-Net: Adaptive Sampling and Hierarchical Folding Network for Robust Point Cloud Completion AAAI 2021 A Simple and Effective Positional Encoding for Transformers EMNLP 2021 A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders EMNLP 2021