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)

Measuring Task Similarity and Its Implication in Fine-Tuning Graph Neural Networks AAAI 2024 Mechanics of Next Token Prediction with Self-Attention AISTATS 2024 Mechanistic Design and Scaling of Hybrid Architectures ICML 2024 Mechanistic Neural Networks for Scientific Machine Learning ICML 2024 Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation WACV 2024 Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification NeurIPS 2024 Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge COLING 2024 Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NeurIPS 2024 MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer AAAI 2024 MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms EACL 2024 Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NeurIPS 2024 MeLLoC: Lossless Compression with High-order Mechanism Learning NeurIPS 2024 MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space ACL 2024 Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations EACL 2024 MemoNav: Working Memory Model for Visual Navigation CVPR 2024 Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture ICML 2024 Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks UAI 2024 Memorization Capacity of Multi-Head Attention in Transformers ICLR 2024 Memorization Through the Lens of Curvature of Loss Function Around Samples ICML 2024 Memorization With Neural Nets: Going Beyond the Worst Case JMLR 2024 Memory-Augmenting Decoder-Only Language Models through Encoders (Student Abstract) AAAI 2024 Memory-Consistent Neural Networks for Imitation Learning ICLR 2024 Memory Consolidation Enables Long-Context Video Understanding ICML 2024 Memory Efficient Neural Processes via Constant Memory Attention Block ICML 2024 Memory-Efficient Reversible Spiking Neural Networks AAAI 2024