← Authors

Geoffrey Hinton

21 papers · 2008–2023 · 10 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (35) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (15) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (12) 🌟 Keyword Trendsetter Combo (4) πŸ† Keyword Champion 🧬 Topic Evolution πŸ’Ž Century Club (21) πŸ—ƒοΈ Keyword Collector (80) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (6) ⚑ Prolific Year (5) πŸ“ˆ Trend Setter

Conferences

ICML (7) ICLR (5) JMLR (2) ACL (1) AISTATS (1) CVPR (1) ECCV (1) EMNLP (1) ICCV (1) NIPS (1)

Top co-authors

Mohammad Norouzi (5) Simon Kornblith (4) Ting Chen (4) Andrea Tagliasacchi (3) Ilya Sutskever (3) Boyang Deng (2) Sara Sabour (2) Saurabh Saxena (2) Ruslan Salakhutdinov (2) Soroosh Yazdani (2)

Keywords

neural network (2) deep neural network (2) factor analysis (1) representation learning (1) sequence modeling (1) 3d reconstruction (1) stochastic gradient descent (1) natural language inference (1) semantic segmentation (1) feature learning (1) video segmentation (1) object recognition (1) image retrieval (1) self-supervised learning (1) attention mechanism (1) contrastive learning (1) data augmentation (1) speech recognition (1) syntactic parsing (1) dimensionality reduction (1)

Papers

Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning ICLR 2023
A Generalist Framework for Panoptic Segmentation of Images and Videos ICCV 2023
Scaling Forward Gradient With Local Losses ICLR 2023
Pix2seq: A Language Modeling Framework for Object Detection ICLR 2022
Meta-Learning Fast Weight Language Models EMNLP 2022
Teaching with Commentaries ICLR 2021
Unsupervised Part Representation by Flow Capsules ICML 2021
Imputer: Sequence Modelling via Imputation and Dynamic Programming ICML 2020
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions ICLR 2020
NASA Neural Articulated Shape Approximation ECCV 2020
A Simple Framework for Contrastive Learning of Visual Representations ICML 2020
CvxNet: Learnable Convex Decomposition CVPR 2020
Analyzing and Improving Representations with the Soft Nearest Neighbor Loss ICML 2019
Similarity of Neural Network Representations Revisited ICML 2019
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search ACL 2018
Grammar as a Foreign Language NIPS 2015
Dropout: A Simple Way to Prevent Neural Networks from Overfitting JMLR 2014
On the importance of initialization and momentum in deep learning ICML 2013
Tensor Analyzers ICML 2013
Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images AISTATS 2010
Visualizing Data using t-SNE JMLR 2008