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)

Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021 Unsupervised Cycle-Consistent Network for Removing Susceptibility Artifacts in Single-shot EPI ACML 2021 Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence ICCV 2021 Unsupervised Depth Completion With Calibrated Backprojection Layers ICCV 2021 Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection NAACL 2021 Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders CVPR 2021 Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder AAAI 2021 Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport AAAI 2021 Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild (Extended Abstract) IJCAI 2021 Unsupervised Motion Representation Learning with Capsule Autoencoders NeurIPS 2021 Unsupervised Neural-Based Graph Clustering for Variable-Length Speech Representation Discovery of Zero-Resource Languages Interspeech 2021 Unsupervised Non-Rigid Image Distortion Removal via Grid Deformation ICCV 2021 Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021 Unsupervised Part Representation by Flow Capsules ICML 2021 Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021 Unsupervised Point Cloud Object Co-Segmentation by Co-Contrastive Learning and Mutual Attention Sampling ICCV 2021 Unsupervised Progressive Learning and the STAM Architecture IJCAI 2021 Unsupervised Representation Learning via Neural Activation Coding ICML 2021 Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders AAAI 2021 Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language EMNLP 2021 UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SemEval 2021 UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth SemEval 2021 UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter SemEval 2021 UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction SemEval 2021 UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense SemEval 2021