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

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'25

Papers (including subtopics)

A Gentle Introduction to Deep Nets and Opportunities for the Future ACL 2022 A Geometric Perspective on Variational Autoencoders NeurIPS 2022 A global convergence theory for deep ReLU implicit networks via over-parameterization ICLR 2022 A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction AAAI 2022 A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing EMNLP 2022 A Graph Enhanced BERT Model for Event Prediction ACL 2022 Agree To Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations WACV 2022 A Hierarchical N-Gram Framework for Zero-Shot Link Prediction EMNLP 2022 A Hybrid Knowledge and Transformer-Based Model for Event Detection with Automatic Self-Attention Threshold, Layer and Head Selection EMNLP 2022 AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles COLING 2022 AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications COLING 2022 A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs ICLR 2022 A Joint Learning Framework for Restaurant Survival Prediction and Explanation EMNLP 2022 A Large-Scale Comprehensive Dataset and Copy-Overlap Aware Evaluation Protocol for Segment-Level Video Copy Detection CVPR 2022 AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level ACL 2022 AlexU-AL at SemEval-2022 Task 6: Detecting Sarcasm in Arabic Text Using Deep Learning Techniques SemEval 2022 ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments EMNLP 2022 Algorithmic Concept-Based Explainable Reasoning AAAI 2022 Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks EMNLP 2022 AlignMixup: Improving Representations by Interpolating Aligned Features CVPR 2022 All Information is Valuable: Question Matching over Full Information Transmission Network NAACL 2022 All-in-One Image Restoration for Unknown Corruption CVPR 2022 All the Attention You Need: Global-Local, Spatial-Channel Attention for Image Retrieval WACV 2022 A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space EMNLP 2022 Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings Interspeech 2022