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)

UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic SemEval 2022 UMUTeam@LT-EDI-ACL2022: Detecting homophobic and transphobic comments in Tamil ACL 2022 UMUTeam@TamilNLP-ACL2022: Abusive Detection in Tamil using Linguistic Features and Transformers ACL 2022 UMUTeam@TamilNLP-ACL2022: Emotional Analysis in Tamil ACL 2022 Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition CVPR 2022 Uncertainty Regularized Multi-Task Learning ACL 2022 Uncovering the Structural Fairness in Graph Contrastive Learning NeurIPS 2022 Understanding and Extending Subgraph GNNs by Rethinking Their Symmetries NeurIPS 2022 Understanding and Improving Graph Injection Attack by Promoting Unnoticeability ICLR 2022 Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders EMNLP 2022 Understanding Attention for Vision-and-Language Tasks COLING 2022 Understanding Domain Learning in Language Models Through Subpopulation Analysis EMNLP 2022 Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective NeurIPS 2022 Understanding over-squashing and bottlenecks on graphs via curvature ICLR 2022 Understanding Robust Generalization in Learning Regular Languages ICML 2022 Understanding Robust Learning through the Lens of Representation Similarities NeurIPS 2022 Understanding Stochastic Optimization Behavior at the Layer Update Level (Student Abstract) AAAI 2022 Understanding The Robustness in Vision Transformers ICML 2022 Understanding the Role of Self Attention for Efficient Speech Recognition ICLR 2022 UNETR: Transformers for 3D Medical Image Segmentation WACV 2022 Uni6D: A Unified CNN Framework Without Projection Breakdown for 6D Pose Estimation CVPR 2022 Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ICML 2022 Unified Transformer Tracker for Object Tracking CVPR 2022 UniFormer: Unified Transformer for Efficient Spatial-Temporal Representation Learning ICLR 2022 Unify and Conquer: How Phonetic Feature Representation Affects Polyglot Text-To-Speech (TTS) Interspeech 2022