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)

Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models ICML 2024 Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context ICML 2024 Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression NeurIPS 2024 Transformers Learn Transition Dynamics when Trained to Predict Markov Decision Processes EMNLP 2024 Transformers@LT-EDI-EACL2024: Caste and Migration Hate Speech Detection in Tamil Using Ensembling on Transformers EACL 2024 Transformers need glasses! Information over-squashing in language tasks NeurIPS 2024 Transformers on Markov data: Constant depth suffices NeurIPS 2024 Transformers, parallel computation, and logarithmic depth ICML 2024 Transformer-specific Interpretability EACL 2024 Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot ICML 2024 Transformers Represent Belief State Geometry in their Residual Stream NeurIPS 2024 Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models NeurIPS 2024 Transformer-VQ: Linear-Time Transformers via Vector Quantization ICLR 2024 Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NeurIPS 2024 TransGOP: Transformer-Based Gaze Object Prediction AAAI 2024 Transitional Uncertainty with Layered Intermediate Predictions ICML 2024 Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-Based Similarity AAAI 2024 Translating Subgraphs to Nodes Makes Simple GNNs Strong and Efficient for Subgraph Representation Learning ICML 2024 Translation Equivariant Transformer Neural Processes ICML 2024 TransLoc4D: Transformer-based 4D Radar Place Recognition CVPR 2024 Transmitted and Aggregated Self-Attention for Automatic Speech Recognition Interspeech 2024 Transolver: A Fast Transformer Solver for PDEs on General Geometries ICML 2024 Transport of Algebraic Structure to Latent Embeddings ICML 2024 TransRadar: Adaptive-Directional Transformer for Real-Time Multi-View Radar Semantic Segmentation WACV 2024 Traveling Waves Encode The Recent Past and Enhance Sequence Learning ICLR 2024