C. Lawrence Zitnick

According to our database1, C. Lawrence Zitnick authored at least 112 papers between 1995 and 2024.

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Bibliography

2024
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text.
CoRR, 2024

2023
From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction.
CoRR, 2023

Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs.
Proceedings of the International Conference on Machine Learning, 2023

2022
GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets.
Trans. Mach. Learn. Res., 2022

AdsorbML: Accelerating Adsorption Energy Calculations with Machine Learning.
CoRR, 2022

The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis.
CoRR, 2022

How Do Graph Networks Generalize to Large and Diverse Molecular Systems?
CoRR, 2022

Spherical Channels for Modeling Atomic Interactions.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences.
Proc. Natl. Acad. Sci. USA, 2021

Compositional Transformers for Scene Generation.
CoRR, 2021

Rotation Invariant Graph Neural Networks using Spin Convolutions.
CoRR, 2021

ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations.
CoRR, 2021

Compositional Transformers for Scene Generation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


Generative Adversarial Transformers.
Proceedings of the 38th International Conference on Machine Learning, 2021

Creative Sketch Generation.
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
The Open Catalyst 2020 (OC20) Dataset and Community Challenges.
CoRR, 2020

An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage.
CoRR, 2020

Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge.
CoRR, 2020

End-to-End Variational Networks for Accelerated MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Exploring Crowd Co-creation Scenarios for Sketches.
Proceedings of the Eleventh International Conference on Computational Creativity, 2020

GrappaNet: Combining Parallel Imaging With Deep Learning for Multi-Coil MRI Reconstruction.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Why Build an Assistant in Minecraft?
CoRR, 2019

CraftAssist: A Framework for Dialogue-enabled Interactive Agents.
CoRR, 2019

ELF OpenGo: an analysis and open reimplementation of AlphaZero.
Proceedings of the 36th International Conference on Machine Learning, 2019

Order-Aware Generative Modeling Using the 3D-Craft Dataset.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI.
CoRR, 2018

2017
VQA: Visual Question Answering - www.visualqa.org.
Int. J. Comput. Vis., 2017

Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?
Comput. Vis. Image Underst., 2017

ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learn2Smile: Learning non-verbal interaction through observation.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Inferring and Executing Programs for Visual Reasoning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
A Memory Efficient Discriminative Approach for Location-Aided Recognition.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2016

Adopting Abstract Images for Semantic Scene Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Generating Natural Questions About an Image.
CoRR, 2016

Unsupervised Learning using Sequential Verification for Action Recognition.
CoRR, 2016

Reducing Overfitting in Deep Networks by Decorrelating Representations.
Proceedings of the 4th International Conference on Learning Representations, 2016

Measuring Machine Intelligence Through Visual Question Answering.
AI Mag., 2016


Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification.
Proceedings of the Computer Vision - ECCV 2016, 2016

Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

We are Humor Beings: Understanding and Predicting Visual Humor.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Fast Edge Detection Using Structured Forests.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Learning Visual Classifiers using Human-centric Annotations.
CoRR, 2015

Exploring Nearest Neighbor Approaches for Image Captioning.
CoRR, 2015

Microsoft COCO Captions: Data Collection and Evaluation Server.
CoRR, 2015

Visalogy: Answering Visual Analogy Questions.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Learning Common Sense through Visual Abstraction.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

VQA: Visual Question Answering.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

CIDEr: Consensus-based image description evaluation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

From captions to visual concepts and back.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Mind's eye: A recurrent visual representation for image caption generation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Collecting Image Description Datasets using Crowdsourcing.
CoRR, 2014

Microsoft COCO: Common Objects in Context.
CoRR, 2014

Learning a Recurrent Visual Representation for Image Caption Generation.
CoRR, 2014

Car make and model recognition using 3D curve alignment.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Edge Boxes: Locating Object Proposals from Edges.
Proceedings of the Computer Vision - ECCV 2014, 2014

Microsoft COCO: Common Objects in Context.
Proceedings of the Computer Vision - ECCV 2014, 2014

Zero-Shot Learning via Visual Abstraction.
Proceedings of the Computer Vision - ECCV 2014, 2014

Detecting Objects Using Deformation Dictionaries.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Predicting Object Dynamics in Scenes.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Handwriting beautification using token means.
ACM Trans. Graph., 2013

Which Edges Matter?
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Learning the Visual Interpretation of Sentences.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Structured Forests for Fast Edge Detection.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Bringing Semantics into Focus Using Visual Abstraction.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Exploring Weak Stabilization for Motion Feature Extraction.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Sketch Tokens: A Learned Mid-level Representation for Contour and Object Detection.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Exploring Tiny Images: The Roles of Appearance and Contextual Information for Machine and Human Object Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Image Restoration by Matching Gradient Distributions.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Exploring the Spatial Hierarchy of Mixture Models for Human Pose Estimation.
Proceedings of the Computer Vision - ECCV 2012, 2012

A Memory Efficient Discriminative Approach for Location Aided Recognition.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

The role of image understanding in contour detection.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Seeing through the blur.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
ShadowDraw: real-time user guidance for freehand drawing.
ACM Trans. Graph., 2011

A Viewer-Centric Editor for 3D Movies.
IEEE Computer Graphics and Applications, 2011

Edge foci interest points.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Finding the weakest link in person detectors.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Image deblurring using inertial measurement sensors.
ACM Trans. Graph., 2010

GradientShop: A gradient-domain optimization framework for image and video filtering.
ACM Trans. Graph., 2010

Binary Coherent Edge Descriptors.
Proceedings of the Computer Vision, 2010

Single Image Deblurring Using Motion Density Functions.
Proceedings of the Computer Vision, 2010

The role of features, algorithms and data in visual recognition.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A content-aware image prior.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Unsupervised learning of hierarchical spatial structures in images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Image deblurring and denoising using color priors.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Clustering Videos by Location.
Proceedings of the British Machine Vision Conference, 2009

2008
Automatic Estimation and Removal of Noise from a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Determining Patch Saliency Using Low-Level Context.
Proceedings of the Computer Vision, 2008

Fourier Analysis of the 2D Screened Poisson Equation for Gradient Domain Problems.
Proceedings of the Computer Vision, 2008

Stereo reconstruction with mixed pixels using adaptive over-segmentation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Internet video category recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

From appearance to context-based recognition: Dense labeling in small images.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Stereo for Image-Based Rendering using Image Over-Segmentation.
Int. J. Comput. Vis., 2007

Using Photographs to Enhance Videos of a Static Scene.
Proceedings of the Eurographics Symposium on Rendering Techniques, Grenoble, France, 2007, 2007

2006
Outlook & discussion.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

High-quality video view interpolation.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

Video and Image Bayesian Demosaicing with a Two Color Image Prior.
Proceedings of the Computer Vision, 2006

Reconstructing Occluded Surfaces Using Synthetic Apertures: Stereo, Focus and Robust Measures.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Escaping local minima through hierarchical model selection: Automatic object discovery, segmentation, and tracking in video.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Finding People in Repeated Shots of the Same Scene.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
Stylizing 2.5-D video.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2005

Consistent Segmentation for Optical Flow Estimation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
High-quality video view interpolation using a layered representation.
ACM Trans. Graph., 2004

Maximum Entropy for Collaborative Filtering.
Proceedings of the UAI '04, 2004

Massive arabesque.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

2000
A Cooperative Algorithm for Stereo Matching and Occlusion Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Gaze Awareness for Video-Conferencing: A Software Approach.
IEEE Multim., 2000

1995
A Multibaseline Stereo System with Active Illumination and Real-Time Image Acquisition.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995


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