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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

Dynamic Rescaling for Training GNNs NIPS 2024
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry NIPS 2024
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision NIPS 2024
Towards Principled Graph Transformers NIPS 2024
State Space Models on Temporal Graphs: A First-Principles Study NIPS 2024
Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer NIPS 2024
Demystify Mamba in Vision: A Linear Attention Perspective NIPS 2024
Theoretical Foundations of Deep Selective State-Space Models NIPS 2024
Learning Group Actions on Latent Representations NIPS 2024
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design NIPS 2024
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms NIPS 2024
Probablistic Emulation of a Global Climate Model with Spherical DYffusion NIPS 2024
Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks NIPS 2024
3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction NIPS 2024
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning NIPS 2024
Analysis of Corrected Graph Convolutions NIPS 2024
UV-free Texture Generation with Denoising and Geodesic Heat Diffusion NIPS 2024
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters NIPS 2024
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing NIPS 2024
DistrictNet: Decision-aware learning for geographical districting NIPS 2024
Neural Krylov Iteration for Accelerating Linear System Solving NIPS 2024
ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation NIPS 2024
Graph Structure Inference with BAM: Neural Dependency Processing via Bilinear Attention NIPS 2024
An Image is Worth 32 Tokens for Reconstruction and Generation NIPS 2024
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning NIPS 2024