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

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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

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Papers (including subtopics)

Towards Deeper Graph Neural Networks with Differentiable Group Normalization NeurIPS 2020 Towards Domain-Independent Text Structuring Trainable on Large Discourse Treebanks EMNLP 2020 Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ACL 2020 Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020 Towards Good Practice for CNN-Based Monocular Depth Estimation WACV 2020 Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models ICLR 2020 Towards High-Fidelity 3D Face Reconstruction From In-the-Wild Images Using Graph Convolutional Networks CVPR 2020 Towards Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping (Student Abstract) AAAI 2020 Towards Interpreting BERT for Reading Comprehension Based QA EMNLP 2020 Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders — Step 1: CNN Model-Based Phone Classification Interspeech 2020 Towards Learning Affine-Invariant Representations via Data-Efficient CNNs WACV 2020 Towards Making the Most of BERT in Neural Machine Translation AAAI 2020 Towards Making the Most of Context in Neural Machine Translation IJCAI 2020 Towards Minimal Supervision BERT-Based Grammar Error Correction (Student Abstract) AAAI 2020 Towards More Practical Adversarial Attacks on Graph Neural Networks NeurIPS 2020 Towards Neural Programming Interfaces NeurIPS 2020 Towards neuromorphic control: A spiking neural network based PID controller for UAV RSS 2020 Towards Oracle Knowledge Distillation with Neural Architecture Search AAAI 2020 Towards Persona-Based Empathetic Conversational Models EMNLP 2020 Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders WACV 2020 Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems EMNLP 2020 Towards Robust Image Classification Using Sequential Attention Models CVPR 2020 Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous GNNs NeurIPS 2020 Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals Interspeech 2020 Towards Speech Robustness for Acoustic Scene Classification Interspeech 2020