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

'20

'25

Papers (including subtopics)

The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks ICLR 2019 The Lower The Simpler: Simplifying Hierarchical Recurrent Models NAACL 2019 The MLLP-UPV Supervised Machine Translation Systems for WMT19 News Translation Task ACL 2019 The Myth of Double-Blind Review Revisited: ACL vs. EMNLP EMNLP 2019 The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers ACL 2019 Theoretical Investigation of Generalization Bound for Residual Networks IJCAI 2019 The Perfect Match: 3D Point Cloud Matching With Smoothed Densities CVPR 2019 The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning IJCAI 2019 The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL 2019 The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation CVPR 2019 The relativistic discriminator: a key element missing from standard GAN ICLR 2019 The role of over-parametrization in generalization of neural networks ICLR 2019 The RWTH Aachen University Machine Translation Systems for WMT 2019 ACL 2019 The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4 SemEval 2019 The Singular Values of Convolutional Layers ICLR 2019 The STC ASR System for the VOiCES from a Distance Challenge 2019 Interspeech 2019 The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic NeurIPS 2019 The University of Helsinki Submissions to the WMT19 News Translation Task ACL 2019 The University of Helsinki Submissions to the WMT19 Similar Language Translation Task ACL 2019 The University of Sydney’s Machine Translation System for WMT19 ACL 2019 The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction ACL 2019 The Visual Centrifuge: Model-Free Layered Video Representations CVPR 2019 Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting NeurIPS 2019 This Looks Like That: Deep Learning for Interpretable Image Recognition NeurIPS 2019 THU_NGN at SemEval-2019 Task 3: Dialog Emotion Classification using Attentional LSTM-CNN SemEval 2019