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)

GIER: Addressing Class Imbalance in GNNs Through Experience Replay AAAI 2026 GIIM: Graph-based Learning of Inter- and Intra-view Dependencies for Multi-view Medical Image Diagnosis AAAI 2026 GiLT: Augmenting Transformer Language Models with Dependency Graphs ACL 2026 G-IR: Geometric Image Representation for Learning AAAI 2026 Global-Aware Edge Prioritization for Pose Graph Initialization CVPR 2026 Global-Lens Transformers: Adaptive Token Mixing for Dynamic Link Prediction AAAI 2026 Globscope: Toward a Global View of the Loss Landscape CVPR 2026 GLoMOT: Efficient Online GNN-based Low-Frame-Rate Multi-Object Tracker AAAI 2026 GloTok: Global Perspective Tokenizer for Image Reconstruction and Generation AAAI 2026 GMoE: Global Mixture of Experts with Logit Propagation ACL 2026 Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration AAAI 2026 Graph2Video: Leveraging Video Models to Model Dynamic Graph Evolution AAAI 2026 Graph Attention-Guided Search for Dense Multi-Agent Pathfinding AAAI 2026 Graph Attention Prototypical Network for Robust Few-Shot Classification CVPR 2026 Graph-augmented and Over-smoothing-resistant Contrastive Clustering for Short Text AAAI 2026 Graph-Based Alternatives to LLMs for Human Simulation ACL 2026 Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels AAAI 2026 Graph-Based Phonetic Error Correction of Noisy ASR ACL 2026 Graph-Based Spectral Attention with Multi-Spectral Images for Illuminant Estimation WACV 2026 Graph-Conditional Flow Matching for Relational Data Generation AAAI 2026 Graph Contrastive Learning with Balanced Hard Negatives and Fine-grained Semantic-aware Positives AAAI 2026 Graph Contrastive Learning with Low-Rank Regularization and Low-Rank Attention for Noisy Node Classification UAI 2026 Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure AAAI 2026 Graph-Driven Domain Co-Adaptation for Cross-Domain Image Quality Assessment AAAI 2026 Graph Flow Matching: Enhancing Image Generation with Neighbor-Aware Flow Fields AAAI 2026