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)

Understanding Cross-Lingual Alignment—A Survey ACL 2024 Understanding Expressivity of GNN in Rule Learning ICLR 2024 Understanding Heterophily for Graph Neural Networks ICML 2024 Understanding Hyperbolic Metric Learning Through Hard Negative Sampling WACV 2024 Understanding MLP-Mixer as a wide and sparse MLP ICML 2024 Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective NeurIPS 2024 Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data NeurIPS 2024 Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning ACL 2024 Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks NeurIPS 2024 Understanding the difficulty of solving Cauchy problems with PINNs L4DC 2024 Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling NeurIPS 2024 Understanding the Generalization Benefits of Late Learning Rate Decay AISTATS 2024 Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift ICLR 2024 Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks ICLR 2024 Understanding the Training Speedup from Sampling with Approximate Losses ICML 2024 Understanding Transformer Reasoning Capabilities via Graph Algorithms NeurIPS 2024 Understanding Unimodal Bias in Multimodal Deep Linear Networks ICML 2024 Understanding Visual Feature Reliance through the Lens of Complexity NeurIPS 2024 Underwater Organism Color Fine-Tuning via Decomposition and Guidance AAAI 2024 Uni3D: Exploring Unified 3D Representation at Scale ICLR 2024 UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation EMNLP 2024 Unified Generative and Discriminative Training for Multi-modal Large Language Models NeurIPS 2024 Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision Language Audio and Action CVPR 2024 Unified Lexical Representation for Interpretable Visual-Language Alignment NeurIPS 2024 Unified Multi-Talker ASR with and without Target-speaker Enrollment Interspeech 2024