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)

On the Overlooked Structure of Stochastic Gradients NeurIPS 2023 On the Perils of Cascading Robust Classifiers ICLR 2023 On the Relation between Sensitivity and Accuracy in In-Context Learning EMNLP 2023 On the Representational Capacity of Recurrent Neural Language Models EMNLP 2023 On the robustness of wav2vec 2.0 based speaker recognition systems Interspeech 2023 On The Specialization of Neural Modules ICLR 2023 On the Surprising Effectiveness of Name Matching Alone in Autoregressive Entity Linking ACL 2023 On Training a Neural Residual Acoustic Echo Suppressor for Improved ASR Interspeech 2023 Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities ICCV 2023 OpenGSL: A Comprehensive Benchmark for Graph Structure Learning NeurIPS 2023 Open Information Extraction via Chunks EMNLP 2023 OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data AAAI 2023 Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima? COLT 2023 OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning NeurIPS 2023 Open-Vocabulary Object Detection upon Frozen Vision and Language Models ICLR 2023 Open-vocabulary Panoptic Segmentation with Embedding Modulation ICCV 2023 Operator learning with PCA-Net: upper and lower complexity bounds JMLR 2023 Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers ACL 2023 Opinion Tree Parsing for Aspect-based Sentiment Analysis ACL 2023 OPI PIB at SemEval-2023 Task 1: A CLIP-based Solution Paired with an Additional Word Context Extension SemEval 2023 Optimal Approximation Rates for Deep ReLU Neural Networks on Sobolev and Besov Spaces JMLR 2023 Optimal approximation using complex-valued neural networks NeurIPS 2023 Optimality of Message-Passing Architectures for Sparse Graphs NeurIPS 2023 Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods AutoML 2023 Optimal Sets and Solution Paths of ReLU Networks ICML 2023