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)

EcoAffectTrack at SemEval-2026 Task 2: A Hierarchical DeBERTa-Transformer Framework with CCC Optimization for Longitudinal Affect Modeling SemEval 2026 EdGCL: Disentangling Social and Cognitive Homophily in Graph-Based Educational Recommender Systems AAAI 2026 Edge-Centric Relational Reasoning for 3D Scene Graph Prediction AAAI 2026 EdgeFormer: Latency-Aware Collaborative Multi-Head Attention of Transformer Inference in Edge Networks ACL 2026 EdgeMTSC: A Lightweight Large-Kernel ConvNet for Multivariate Time Series Classification AAAI 2026 Edge-RecViT: Efficient Vision Transformer via Semantic-Refined Dynamic Recursion CVPR 2026 Edge Self-Adversarial Augmentation Enhances Graph Contrastive Learning Against Neighborhood Inconsistency AAAI 2026 EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing CVPR 2026 Eff-GRot: Efficient and Generalizable Rotation Estimation with Transformers WACV 2026 Efficiency Follows Global-Local Decoupling CVPR 2026 Efficient Equivariant Transformer for Self-Driving Agent Modeling CVPR 2026 EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning In Vision Transformers AAAI 2026 Efficient Learned Data Compression via Dual-Stream Feature Decoupling ACL 2026 Efficiently Reconstructing Dynamic Scenes One D4RT at a Time CVPR 2026 Efficiently Seeking Flat Minima for Better Generalization in Fine-Tuning Large Language Models and Beyond AAAI 2026 Efficient Verification and Falsification of ReLU Neural Barrier Certificates AAAI 2026 Efficient Vision Transformers via Token Merging with Head-wise Attention Correction WACV 2026 Eigen-Spike Emergence and Quadratic Equivalents for Conjugate Kernels on Nonlinearly Separable Data COLT 2026 ElasticFormer: Detecting Objects in HRW Shots via Elastic Computing Vision Transformer CVPR 2026 Elite Pattern Reinforcement for Vehicle Routing Problems AAAI 2026 EMAformer: Enhancing Transformer Through Embedding Armor for Time Series Forecasting AAAI 2026 Emergence of Minimal Circuits for Indirect Object Identification in Attention-Only Transformers ACL 2026 Emergent Outlier View Rejection in Visual Geometry Grounded Transformers CVPR 2026 Empowering DINO Representations for Underwater Instance Segmentation via Aligner and Prompter AAAI 2026 Empowering Semantic-Sensitive Underwater Image Enhancement with VLM AAAI 2026