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)

Graph Contrastive Learning Automated ICML 2021
Exponentially Many Local Minima in Quantum Neural Networks ICML 2021
Deep Latent Graph Matching ICML 2021
On Explainability of Graph Neural Networks via Subgraph Explorations ICML 2021
Learning Binary Decision Trees by Argmin Differentiation ICML 2021
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling ICML 2021
Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons ICML 2021
Learning to Rehearse in Long Sequence Memorization ICML 2021
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks ICML 2021
Two Heads are Better Than One: Hypergraph-Enhanced Graph Reasoning for Visual Event Ratiocination ICML 2021
How Framelets Enhance Graph Neural Networks ICML 2021
Accumulated Decoupled Learning with Gradient Staleness Mitigation for Convolutional Neural Networks ICML 2021
Demystifying Inductive Biases for (Beta-)VAE Based Architectures ICML 2021
A Functional Perspective on Learning Symmetric Functions with Neural Networks ICML 2021
On Smoother Attributions using Neural Stochastic Differential Equations IJCAI 2021
An Examination of Fairness of AI Models for Deepfake Detection IJCAI 2021
Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks IJCAI 2021
Phonovisual Biases in Language: is the Lexicon Tied to the Visual World? IJCAI 2021
Direction-aware Feature-level Frequency Decomposition for Single Image Deraining IJCAI 2021
TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning IJCAI 2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT’s Heads IJCAI 2021
Learning Spectral Dictionary for Local Representation of Mesh IJCAI 2021
Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw IJCAI 2021
Information Bottleneck Approach to Spatial Attention Learning IJCAI 2021
Deep Automatic Natural Image Matting IJCAI 2021