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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'25

Papers (including subtopics)

On the Importance of Word Boundaries in Character-level Neural Machine Translation EMNLP 2019 On the Merits of Joint Space and Orientation Representations in Learning the Forward Kinematics in SE(3) RSS 2019 On the Power and Limitations of Random Features for Understanding Neural Networks NeurIPS 2019 On the Realization of Compositionality in Neural Networks ACL 2019 On the Robustness of Self-Attentive Models ACL 2019 On the Role of Syntactic Graph Convolutions for Identifying and Classifying Argument Components AAAI 2019 On the Spectral Bias of Neural Networks ICML 2019 On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions CVPR 2019 On the Turing Completeness of Modern Neural Network Architectures ICLR 2019 On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks ICLR 2019 On the Universality of Invariant Networks ICML 2019 On the use of BERT for Neural Machine Translation EMNLP 2019 Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019 OpenKiwi: An Open Source Framework for Quality Estimation ACL 2019 Open Sesame: Getting inside BERT’s Linguistic Knowledge ACL 2019 Open-Vocabulary Keyword Spotting with Audio and Text Embeddings Interspeech 2019 OperatorNet: Recovering 3D Shapes From Difference Operators ICCV 2019 Opinion Mining with Deep Contextualized Embeddings NAACL 2019 Optimal Auctions through Deep Learning ICML 2019 Optimal Control Via Neural Networks: A Convex Approach ICLR 2019 Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning ICML 2019 Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019 Optimal Transport for structured data with application on graphs ICML 2019 Optimization of False Acceptance/Rejection Rates and Decision Threshold for End-to-End Text-Dependent Speaker Verification Systems Interspeech 2019 Optimizing a Speaker Embedding Extractor Through Backend-Driven Regularization Interspeech 2019