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

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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)

When Causal Inference Meets Graph Machine Learning AAAI 2024 When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP ACL 2024 When Is a Name Sensitive? Eponyms in Clinical Text and Implications for De-Identification EACL 2024 When Representations Align: Universality in Representation Learning Dynamics ICML 2024 When should we prefer Decision Transformers for Offline Reinforcement Learning? ICLR 2024 When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024 When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation CVPR 2024 When Will Gradient Regularization Be Harmful? ICML 2024 Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing EMNLP 2024 Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs ICLR 2024 Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning ICML 2024 White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? JMLR 2024 Why are Sensitive Functions Hard for Transformers? ACL 2024 Why are Visually-Grounded Language Models Bad at Image Classification? NeurIPS 2024 Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition ICML 2024 Why Transformers Need Adam: A Hessian Perspective NeurIPS 2024 Wide Two-Layer Networks can Learn from Adversarial Perturbations NeurIPS 2024 WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space ICLR 2024 WildlifeDatasets: An Open-Source Toolkit for Animal Re-Identification WACV 2024 Window Attention is Bugged: How not to Interpolate Position Embeddings ICLR 2024 Win-Win: Training High-Resolution Vision Transformers from Two Windows ICLR 2024 WMT24 System Description for the MultiIndic22MT Shared Task on Manipuri Language EMNLP 2024 Word-Conditioned 3D American Sign Language Motion Generation EMNLP 2024 Word-level prediction in Plains Cree: First steps NAACL 2024 Word Sense Disambiguation as a Game of Neurosymbolic Darts COLING 2024