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)

PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation NeurIPS 2024 Physics-Informed Graph Neural Networks for Water Distribution Systems AAAI 2024 Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification ICML 2024 Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations IJCAI 2024 Physics-informed Neural Networks with Unknown Measurement Noise L4DC 2024 Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NeurIPS 2024 Physics-Informed Representation and Learning: Control and Risk Quantification AAAI 2024 Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization NeurIPS 2024 Physics-Regulated Deep Reinforcement Learning: Invariant Embeddings ICLR 2024 Pick-or-Mix: Dynamic Channel Sampling for ConvNets CVPR 2024 PICNN: A Pathway towards Interpretable Convolutional Neural Networks AAAI 2024 PIDformer: Transformer Meets Control Theory ICML 2024 Pi-DUAL: Using privileged information to distinguish clean from noisy labels ICML 2024 Piecewise Linear Transformation – Propagating Aleatoric Uncertainty in Neural Networks AAAI 2024 Piecewise regression via mixed-integer programming for MPC L4DC 2024 PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF CVPR 2024 PIGEON: Predicting Image Geolocations CVPR 2024 PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs NeurIPS 2024 PINNsFormer: A Transformer-Based Framework For Physics-Informed Neural Networks ICLR 2024 PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks JMLR 2024 PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis ICLR 2024 Pixel-Grounded Prototypical Part Networks WACV 2024 PixelLM: Pixel Reasoning with Large Multimodal Model CVPR 2024 PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors CVPR 2024 pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction CVPR 2024