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)

FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition AAAI 2026 FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs AAAI 2026 Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis AAAI 2026 Frequency Switching Mechanism for Parameter-Efficient Multi-Task Learning CVPR 2026 From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production AAAI 2026 From Darkness to Detail: Frequency-Aware SSMs for Low-Light Vision WACV 2026 From Graphs to Hypergraphs: Enhancing Aspect-Term Sentiment Analysis via Multi-Level Relational Modeling ACL 2026 From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts? ACL 2026 From Lightweight CNNs to SpikeNets: Benchmarking Accuracy-Energy Tradeoffs with Pruned Spiking SqueezeNet WACV 2026 From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context ACL 2026 From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging AAAI 2026 From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis MIDL 2026 From Semantics to Spectrum: A New Lens on Graph Augmentation Strategy AAAI 2026 From Static to Active: Knowledge-Aware Node State Selection in Multi-view Graph Learning AAAI 2026 From Subtle to Significant: Prompt-Driven Self-Improving Optimization in Test-Time Graph OOD Detection AAAI 2026 FSFSplatter: Geometrically Accurate Reconstruction with Free Sparse-view Images within 2 minutes CVPR 2026 FT-MoE: Sustainable-learning Mixture of Experts for Fault-Tolerant Computing AAAI 2026 Fusing Deep Learning and Fuzzy Logic: A Framework for Adaptive and Scalable Interpretability AAAI 2026 Fusing Time-Domain and Constellation Views: A Multimodal MAE for Wireless Signals (Student Abstract) AAAI 2026 FVAR: Next-Focus Prediction for Visual Autoregressive Modeling CVPR 2026 FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation AAAI 2026 Gait Transformer: End-to-End Transformer Backbone for Gait Recognition AAAI 2026 Gamba: Mamba-based graph convolutional network with dynamic graph topology learning for action recognition CVPR 2026 GASE: Graph-Aware Semantic Embedding Learning with Frozen LLMs for Text-Attributed Graphs ACL 2026 GASim: A Graph-Accelerated Hybrid Framework for Social Simulation ACL 2026