Soumith Chintala
8 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
🧬
Topic Evolution
👥
Mega-Team · Squad
🧭
Keyword Pioneer
📈
Trend Setter
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Computer Vision
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Analysis
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Keywords
convolutional network
(2)
generative adversarial network
(2)
representation learning
(1)
semantic segmentation
(1)
feature learning
(1)
image generation
(1)
causal discovery
(1)
semantic embedding
(1)
weakly supervised learning
(1)
unsupervised feature learning
(1)
pedestrian detection
(1)
automatic differentiation
(1)
distribution matching
(1)
convolutional sparse coding
(1)
convolutional neural network
(1)
robotic manipulation
(1)
image classification
(1)
causal inference
(1)
self-supervised pretraining
(1)
wasserstein distance
(1)
Papers
OPEN TEACH: A Versatile Teleoperation System for Robotic Manipulation
CoRL 2024
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory
RSS 2023
Dexterity from Touch: Self-Supervised Pre-Training of Tactile Representations with Robotic Play
CoRL 2023
PyTorch: An Imperative Style, High-Performance Deep Learning Library
NeurIPS 2019
Discovering Causal Signals in Images
CVPR 2017
Wasserstein Generative Adversarial Networks
ICML 2017
Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks
NeurIPS 2015
Pedestrian Detection with Unsupervised Multi-stage Feature Learning
CVPR 2013