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)

Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing ICLR 2024 Scalable Monotonic Neural Networks ICLR 2024 Scalable Neural Network Kernels ICLR 2024 Scalable Optimization in the Modular Norm NeurIPS 2024 SCaLAR at SemEval-2024 Task 8: Unmasking the machine : Exploring the power of RoBERTa Ensemble for Detecting Machine Generated Text SemEval 2024 Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution WACV 2024 Scaled Conjugate Gradient Method for Nonconvex Optimization in Deep Neural Networks JMLR 2024 Scale Equivariant Graph Metanetworks NeurIPS 2024 ScaleKD: Strong Vision Transformers Could Be Excellent Teachers NeurIPS 2024 Scaling Beyond the GPU Memory Limit for Large Mixture-of-Experts Model Training ICML 2024 Scaling Convex Neural Networks with Burer-Monteiro Factorization ICLR 2024 Scaling Cross-Embodied Learning: One Policy for Manipulation, Navigation, Locomotion and Aviation CoRL 2024 Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models EMNLP 2024 Scaling Laws for Linear Complexity Language Models EMNLP 2024 Scaling Manipulation Learning with Visual Kinematic Chain Prediction CoRL 2024 Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers NeurIPS 2024 Scaling Rectified Flow Transformers for High-Resolution Image Synthesis ICML 2024 Scaling Safe Multi-Agent Control for Signal Temporal Logic Specifications CoRL 2024 Scaling Sign Language Translation NeurIPS 2024 Scaling Supervised Local Learning with Augmented Auxiliary Networks ICLR 2024 Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99% NeurIPS 2024 Scaling transformer neural networks for skillful and reliable medium-range weather forecasting NeurIPS 2024 Scaling up masked audio encoder learning for general audio classification Interspeech 2024 Scaling White-Box Transformers for Vision NeurIPS 2024 ScanFormer: Referring Expression Comprehension by Iteratively Scanning CVPR 2024