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)

TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NeurIPS 2024 Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NeurIPS 2024 TISE: A Tripartite In-context Selection Method for Event Argument Extraction NAACL 2024 TMFormer: Token Merging Transformer for Brain Tumor Segmentation with Missing Modalities AAAI 2024 TMPNN: High-Order Polynomial Regression Based on Taylor Map Factorization AAAI 2024 T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking AAAI 2024 TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences AAAI 2024 Token Fusion: Bridging the Gap Between Token Pruning and Token Merging WACV 2024 TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation CVPR 2024 Tokenization Is More Than Compression EMNLP 2024 Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer CVPR 2024 Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods COLING 2024 Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024 TopoFR: A Closer Look at Topology Alignment on Face Recognition NeurIPS 2024 TopoGCL: Topological Graph Contrastive Learning AAAI 2024 Topological and Node Noise Filtering on 3D Meshes Using Graph Neural Networks (Student Abstract) AAAI 2024 Topological Expressivity of ReLU Neural Networks COLT 2024 Topological Neural Networks go Persistent, Equivariant, and Continuous ICML 2024 Topological Node2vec: Enhanced Graph Embedding via Persistent Homology JMLR 2024 Topological obstruction to the training of shallow ReLU neural networks NeurIPS 2024 TopoX: A Suite of Python Packages for Machine Learning on Topological Domains JMLR 2024 TOP-ReID: Multi-Spectral Object Re-identification with Token Permutation AAAI 2024 Torque Based Structured Pruning for Deep Neural Network WACV 2024 Toward Efficient Inference for Mixture of Experts NeurIPS 2024 Toward More Generalized Malicious URL Detection Models AAAI 2024