conftrace_

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
'10
'15
'20
'25

Papers (including subtopics)

Are GATs Out of Balance? NIPS 2023
Low Tensor Rank Learning of Neural Dynamics NIPS 2023
What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding NIPS 2023
High-dimensional Asymptotics of Denoising Autoencoders NIPS 2023
What can a Single Attention Layer Learn? A Study Through the Random Features Lens NIPS 2023
FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation NIPS 2023
Sheaf Hypergraph Networks NIPS 2023
Deep Recurrent Optimal Stopping NIPS 2023
Adaptive whitening with fast gain modulation and slow synaptic plasticity NIPS 2023
Tanh Works Better with Asymmetry NIPS 2023
Scale-Space Hypernetworks for Efficient Biomedical Image Analysis NIPS 2023
A Fractional Graph Laplacian Approach to Oversmoothing NIPS 2023
WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding NIPS 2023
Interpretable Graph Networks Formulate Universal Algebra Conjectures NIPS 2023
Joint Training of Deep Ensembles Fails Due to Learner Collusion NIPS 2023
Investigating how ReLU-networks encode symmetries NIPS 2023
DSR: Dynamical Surface Representation as Implicit Neural Networks for Protein NIPS 2023
Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture NIPS 2023
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale NIPS 2023
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks NIPS 2023
Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power NIPS 2023
Computing a human-like reaction time metric from stable recurrent vision models NIPS 2023
ARTree: A Deep Autoregressive Model for Phylogenetic Inference NIPS 2023
Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity NIPS 2023
Efficient Low-rank Backpropagation for Vision Transformer Adaptation NIPS 2023