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)

A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models EMNLP 2025 A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025 Asymmetric Factorized Bilinear Operation for Vision Transformer ICLR 2025 Asymmetric Hierarchical Difference-aware Interaction Network for Event-guided Motion Deblurring AAAI 2025 Asymmetric Learning for Spectral Graph Neural Networks AAAI 2025 Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure ICLR 2025 AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration ICML 2025 A Systematic Study of Compositional Syntactic Transformer Language Models ACL 2025 ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting CVPR 2025 A-TASC: Asian TED-Based Automatic Subtitling Corpus ACL 2025 A Text-Based Recommender System that Leverages Explicit Affective State Preferences EMNLP 2025 A Theoretical Analysis of Self-Supervised Learning for Vision Transformers ICLR 2025 A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks L4DC 2025 A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules ICLR 2025 A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization ICML 2025 AtlasD: Automatic Local Symmetry Discovery ICML 2025 Atlas Gaussians Diffusion for 3D Generation ICLR 2025 Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation ICLR 2025 AtomSurf: Surface Representation for Learning on Protein Structures ICLR 2025 A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025 A Transfer Attack to Image Watermarks ICLR 2025 Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration CVPR 2025 Attention as a Hypernetwork ICLR 2025 Attention-Guided Masked Autoencoders for Learning Image Representations WACV 2025 Attention-Imperceptible Backdoor Attacks on Vision Transformers AAAI 2025