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)

Towards Lightweight Black-Box Attack Against Deep Neural Networks NeurIPS 2022 Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement EMNLP 2022 Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer EMNLP 2022 Towards Practical Certifiable Patch Defense With Vision Transformer CVPR 2022 Towards Practical Control of Singular Values of Convolutional Layers NeurIPS 2022 Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks CVPR 2022 Towards Real-World Navigation With Deep Differentiable Planners CVPR 2022 Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer NAACL 2022 Towards Robust Blind Face Restoration with Codebook Lookup Transformer NeurIPS 2022 Towards Robust Vision Transformer CVPR 2022 Towards Theoretically Inspired Neural Initialization Optimization NeurIPS 2022 Towards the Quantitative Interpretability Analysis of Citizens Happiness Prediction IJCAI 2022 Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition AAAI 2022 Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations ICLR 2022 Towards Transferable Adversarial Attacks on Vision Transformers AAAI 2022 Towards understanding how momentum improves generalization in deep learning ICML 2022 Towards Understanding the Condensation of Neural Networks at Initial Training NeurIPS 2022 Towards Understanding the Mixture-of-Experts Layer in Deep Learning NeurIPS 2022 Towards unsupervised open world semantic segmentation UAI 2022 Towards Weakly-Supervised Text Spotting Using a Multi-Task Transformer CVPR 2022 Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective JMLR 2022 Tracing and Manipulating intermediate values in Neural Math Problem Solvers EMNLP 2022 Tracing Origins: Coreference-aware Machine Reading Comprehension ACL 2022 TrackFormer: Multi-Object Tracking With Transformers CVPR 2022 Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming EMNLP 2022