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

'20

'25

Papers (including subtopics)

On the Optimization and Generalization of Two-layer Transformers with Sign Gradient Descent ICLR 2025 On the O(sqrt(d)/T^(1/4)) Convergence Rate of RMSProp and Its Momentum Extension Measured by l_1 Norm JMLR 2025 On the Path to Make Ukrainian a High-Resource Language ACL 2025 On the Power of Convolution-Augmented Transformer AAAI 2025 On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis UAI 2025 On the Provable Separation of Scales in Maximal Update Parameterization ICML 2025 On the Relationship Between Robustness and Expressivity of Graph Neural Networks AISTATS 2025 On the Role of Label Noise in the Feature Learning Process ICML 2025 On Understanding Attention-Based In-Context Learning for Categorical Data ICML 2025 On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation ICML 2025 Open Ad-hoc Categorization with Contextualized Feature Learning CVPR 2025 Open-Canopy: Towards Very High Resolution Forest Monitoring CVPR 2025 Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025 Open-ended Hierarchical Streaming Video Understanding with Vision Language Models ICCV 2025 OpenSDI: Spotting Diffusion-Generated Images in the Open World CVPR 2025 Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment AAAI 2025 Open-Set Graph Anomaly Detection via Normal Structure Regularisation ICLR 2025 OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation ICLR 2025 OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025 OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning ICML 2025 Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation ICLR 2025 Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction ICML 2025 Operator Deep Smoothing for Implied Volatility ICLR 2025 OPI-DRO-HEL at SemEval-2025 Task 9: Integrating Transformer-Based Classification with LLM-Assisted Few-Shot Learning for Food Hazard Detection SemEval 2025 OpticalNet: An Optical Imaging Dataset and Benchmark Beyond the Diffraction Limit CVPR 2025