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

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Papers (including subtopics)

TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task EMNLP 2022 TGNN: A Joint Semi-supervised Framework for Graph-level Classification IJCAI 2022 The AIC System for the WMT 2022 Unsupervised MT and Very Low Resource Supervised MT Task EMNLP 2022 The AISP-SJTU Simultaneous Translation System for IWSLT 2022 ACL 2022 The AISP-SJTU Translation System for WMT 2022 EMNLP 2022 The Architectural Bottleneck Principle EMNLP 2022 The ARC-NKUA Submission for the English-Ukrainian General Machine Translation Shared Task at WMT22 EMNLP 2022 The CLRS Algorithmic Reasoning Benchmark ICML 2022 The computational and learning benefits of Daleian neural networks NeurIPS 2022 The Convex Geometry of Backpropagation: Neural Network Gradient Flows Converge to Extreme Points of the Dual Convex Program ICLR 2022 The Curious Case of Absolute Position Embeddings EMNLP 2022 The Devil in Linear Transformer EMNLP 2022 The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation NAACL 2022 The Devil Is in the Details: Window-Based Attention for Image Compression CVPR 2022 The Devil Is in the Pose: Ambiguity-Free 3D Rotation-Invariant Learning via Pose-Aware Convolution CVPR 2022 The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns via Spotlights of Attention ICML 2022 The dynamics of representation learning in shallow, non-linear autoencoders ICML 2022 The Effects of Language Token Prefixing for Multilingual Machine Translation AACL 2022 The Geometry of Multilingual Language Model Representations EMNLP 2022 The Grammar-Learning Trajectories of Neural Language Models ACL 2022 The Hidden Convex Optimization Landscape of Regularized Two-Layer ReLU Networks: an Exact Characterization of Optimal Solutions ICLR 2022 The impact of lexical and grammatical processing on generating code from natural language ACL 2022 The Interplay Between Implicit Bias and Benign Overfitting in Two-Layer Linear Networks JMLR 2022 The lack of theory is painful: Modeling Harshness in Peer Review Comments AACL 2022 The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis Interspeech 2022