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

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15

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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

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Papers (including subtopics)

Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders ACL 2026 MedKamba: A Novel Approach Integrating State-Space Models and Fractional Kolmogorov–Arnold Networks for Medical Image Segmentation MIDL 2026 MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification AAAI 2026 MEGA-PCC: A Mamba-based Efficient Approach for Joint Geometry and Attribute Point Cloud Compression WACV 2026 Melodia: Training-Free Music Editing Guided by Attention Probing in Diffusion Models AAAI 2026 MemeWeaver: Inter-Meme Graph Reasoning for Sexism and Misogyny Detection EACL 2026 Mem-MLP: Real-Time 3D Human Motion Generation from Sparse Inputs WACV 2026 Memorization and Expressivity in Transformers: A Learning-Theoretic Perspective AAAI 2026 MERG3R: A Divide-and-Conquer Approach to Large-Scale Neural Visual Geometry CVPR 2026 MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design AAAI 2026 Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026 MGMT Promoter Methylation Prediction in Glioblastoma Using 3D CNNs with Advanced MRI Sequences MIDL 2026 MHA2MLA-VLM: Enabling DeepSeek’s Economical Multi-Head Latent Attention Across Vision-Language Models AAAI 2026 MHopReg: Efficient Hierarchical Multi-Hop Graph Search for Point Cloud Registration CVPR 2026 MicroEvoEval: A Systematic Evaluation Framework for Image-Based Microstructure Evolution Prediction AAAI 2026 MIDILM: A Dual-Path Model for Controllable Text-to-MIDI Generation AAAI 2026 milliMamba: Specular-Aware Human Pose Estimation via Dual mmWave Radar with Multi-Frame Mamba Fusion WACV 2026 Mimic-X: A Large-Scale Motion Dataset via Fast Physics-Based Controller Adaptation AAAI 2026 MindMiner at SemEval-2026 Task 10: Multi-Model Approaches to Conspiracy Detection and Psycholinguistic Marker Extraction SemEval 2026 MindSight: A Bio-Inspired Neural Architecture for Visual Restoration via Cortical Electrical Stimulation AAAI 2026 Mind Your Special Tokens! On the Importance of Dedicated Sequence-End Tokens in Vision-Language Embedding Models EACL 2026 Minute-Long Videos with Dual Parallelisms AAAI 2026 MIRAGE: Metadata-guided Image Retrieval and Answer Generation for E-commerce Troubleshooting EACL 2026 Mirai: Autoregressive Visual Generation Needs Foresight CVPR 2026 MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging AAAI 2026