Charles Lawrence Zitnick
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Computer Science
Charles Lawrence Zitnick's Degrees
- PhD Computer Science University of Washington
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(Suggest an Edit or Addition)Charles Lawrence Zitnick's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Microsoft COCO: Common Objects in Context (2014) (26617)
- VQA: Visual Question Answering (2015) (3664)
- CIDEr: Consensus-based image description evaluation (2014) (2770)
- Edge Boxes: Locating Object Proposals from Edges (2014) (2613)
- High-quality video view interpolation using a layered representation (2004) (1609)
- CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning (2016) (1569)
- Microsoft COCO Captions: Data Collection and Evaluation Server (2015) (1521)
- From captions to visual concepts and back (2014) (1207)
- Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks (2015) (1047)
- Structured Forests for Fast Edge Detection (2013) (920)
- Fast Edge Detection Using Structured Forests (2014) (792)
- Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences (2019) (776)
- Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification (2016) (730)
- A Cooperative Algorithm for Stereo Matching and Occlusion Detection (2000) (566)
- Automatic Estimation and Removal of Noise from a Single Image (2008) (507)
- Mind's eye: A recurrent visual representation for image caption generation (2015) (466)
- fastMRI: An Open Dataset and Benchmarks for Accelerated MRI (2018) (464)
- Inferring and Executing Programs for Visual Reasoning (2017) (458)
- Sketch Tokens: A Learned Mid-level Representation for Contour and Object Detection (2013) (404)
- Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions? (2016) (385)
- Single Image Deblurring Using Motion Density Functions (2010) (379)
- Reducing Overfitting in Deep Networks by Decorrelating Representations (2015) (338)
- Image deblurring using inertial measurement sensors (2010) (319)
- Visual Storytelling (2016) (312)
- Stereo for Image-Based Rendering using Image Over-Segmentation (2007) (307)
- ShadowDraw: real-time user guidance for freehand drawing (2011) (229)
- Reconstructing Occluded Surfaces Using Synthetic Apertures: Stereo, Focus and Robust Measures (2006) (227)
- GradientShop: A gradient-domain optimization framework for image and video filtering (2010) (219)
- Image deblurring and denoising using color priors (2009) (203)
- Bringing Semantics into Focus Using Visual Abstraction (2013) (189)
- Learning a Recurrent Visual Representation for Image Caption Generation (2014) (184)
- Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels (2015) (181)
- Exploring Nearest Neighbor Approaches for Image Captioning (2015) (179)
- Image Restoration by Matching Gradient Distributions (2011) (169)
- Learning the Visual Interpretation of Sentences (2013) (156)
- The Open Catalyst 2020 (OC20) Dataset and Community Challenges (2020) (155)
- fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning. (2020) (154)
- Consistent segmentation for optical flow estimation (2005) (146)
- Exploring the Spatial Hierarchy of Mixture Models for Human Pose Estimation (2012) (144)
- Exploring Weak Stabilization for Motion Feature Extraction (2013) (139)
- Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge (2020) (133)
- Fourier Analysis of the 2D Screened Poisson Equation for Gradient Domain Problems (2008) (126)
- Gaze Awareness for Video-Conferencing: A Software Approach (2000) (121)
- A multibaseline stereo system with active illumination and real-time image acquisition (1995) (120)
- ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games (2017) (119)
- Stereo reconstruction with mixed pixels using adaptive over-segmentation (2008) (117)
- Using Photographs to Enhance Videos of a Static Scene (2007) (116)
- End-to-End Variational Networks for Accelerated MRI Reconstruction (2020) (115)
- Finding People in Repeated Shots of the Same Scene (2006) (112)
- A content-aware image prior (2010) (108)
- Generative Adversarial Transformers (2021) (101)
- ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero (2019) (92)
- Edge foci interest points (2011) (89)
- From appearance to context-based recognition: Dense labeling in small images (2008) (88)
- Zero-Shot Learning via Visual Abstraction (2014) (84)
- Predicting Object Dynamics in Scenes (2014) (81)
- Adopting Abstract Images for Semantic Scene Understanding (2016) (80)
- Learning Common Sense through Visual Abstraction (2015) (78)
- Maximum Entropy for Collaborative Filtering (2004) (69)
- GrappaNet: Combining Parallel Imaging With Deep Learning for Multi-Coil MRI Reconstruction (2019) (69)
- Handwriting beautification using token means (2013) (69)
- A Viewer-Centric Editor for 3D Movies (2011) (66)
- Car make and model recognition using 3D curve alignment (2014) (66)
- Binary Coherent Edge Descriptors (2010) (63)
- The role of features, algorithms and data in visual recognition (2010) (62)
- Using Deep Learning to Accelerate Knee MRI at 3T: Results of an Interchangeability Study. (2020) (60)
- Unsupervised Learning using Sequential Verification for Action Recognition (2016) (60)
- Determining Patch Saliency Using Low-Level Context (2008) (48)
- We are Humor Beings: Understanding and Predicting Visual Humor (2015) (43)
- Gaze-awareness for Videoconferencing: A Software Approach (2000) (43)
- Unsupervised learning of hierarchical spatial structures in images (2009) (41)
- Finding the weakest link in person detectors (2011) (39)
- An Active Multibaseline Stereo System with Real-Time Image Acquisition (1994) (39)
- Exploring Tiny Images: The Roles of Appearance and Contextual Information for Machine and Human Object Recognition (2012) (39)
- Visalogy: Answering Visual Analogy Questions (2015) (38)
- An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage (2020) (37)
- Creative Sketch Generation (2020) (37)
- Internet video category recognition (2008) (36)
- The role of image understanding in contour detection (2012) (35)
- Manipulation of Video Eye Gaze and Head Orientation for Video Teleconferencing (1999) (34)
- Measuring Machine Intelligence Through Visual Question Answering (2016) (33)
- Video and Image Bayesian Demosaicing with a Two Color Image Prior (2006) (32)
- Rotation Invariant Graph Neural Networks using Spin Convolutions (2021) (32)
- Seeing through the blur (2012) (30)
- ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations (2021) (29)
- Learn2Smile: Learning non-verbal interaction through observation (2017) (24)
- CraftAssist: A Framework for Dialogue-enabled Interactive Agents (2019) (24)
- Escaping local minima through hierarchical model selection: Automatic object discovery, segmentation, and tracking in video (2006) (23)
- What does it mean to learn in deep networks ? And , how does one detect adversarial attacks ? (2019) (23)
- Object instance recognition using triplets of feature symbols (2007) (21)
- Detecting Objects Using Deformation Dictionaries (2014) (19)
- A Volumetric Iterative Approach to Stereo Matching and Occlusion Detection (1998) (18)
- Multi-Baseline Stereo Using Surface Extraction. (1996) (17)
- Why Build an Assistant in Minecraft? (2019) (16)
- The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis (2022) (16)
- Compositional Transformers for Scene Generation (2021) (16)
- Computing conditional probabilities in large domains by maximizing renyi's quadratic entropy (2003) (15)
- How Do Graph Networks Generalize to Large and Diverse Molecular Systems? (2022) (14)
- Stylizing 2.5-D video (2006) (13)
- Stylizing 2.5-D video (2005) (13)
- Clustering Videos by Location (2009) (12)
- Which Edges Matter? (2013) (12)
- A Viewer-Centric Editor for Stereoscopic Cinema (2010) (12)
- Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations (2022) (11)
- Local Bi-gram Model for Object Recognition MSR-TR-2007-54 Xiangyang Lan (2007) (10)
- Transfer learning using attentions across atomic systems with graph neural networks (TAAG). (2022) (10)
- Open Challenges in Developing Generalizable Large-Scale Machine-Learning Models for Catalyst Discovery (2022) (9)
- GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets (2022) (8)
- Spherical Channels for Modeling Atomic Interactions (2022) (6)
- High-quality video view interpolation (2006) (6)
- Collecting Image Description Datasets using Crowdsourcing (2014) (5)
- Exploring Crowd Co-creation Scenarios for Sketches (2020) (5)
- A Memory Efficient Discriminative Approach for Location Aided Recognition (2012) (4)
- GradientShop : A Perceptually-Motivated Optimization-Framework for Image and Video Processing (2008) (4)
- A viewer-centric editor for stereoscopic camera (2011) (4)
- Order-Aware Generative Modeling Using the 3D-Craft Dataset (2019) (3)
- A Framework for Encoding Object-level Image Priors (2011) (3)
- Learning Visual Classifiers using Human-centric Annotations (2015) (2)
- Free-viewpoint video with stereo and matting (2004) (2)
- AdsorbML: Accelerating Adsorption Energy Calculations with Machine Learning (2022) (2)
- Inferring and Executing Programs for Visual Reasoning Supplementary Material (2017) (2)
- The Open Catalyst Challenge 2021: Competition Report (2021) (2)
- Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI. (2023) (1)
- Learning Common Sense Through Visual Abstraction Supplementary Material (2015) (1)
- Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs (2023) (0)
- B IOLOGICAL S TRUCTURE AND F UNCTION E MERGE FROM S CALING U NSUPERVISED L EARNING TO 250 M ILLION P ROTEIN S EQUENCES (2019) (0)
- k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning (2020) (0)
- Gaze Awareness for Video- conferencing: Approach (2000) (0)
- THE FUTURE OF AUDIOVISUAL STORY TELLING (2019) (0)
- Outlook & discussion (2006) (0)
- F ORCE N ET : A G RAPH N EURAL N ETWORK FOR L ARGE -S CALE Q UANTUM C HEMISTRY C ALCULA TIONS (2021) (0)
- A Memory Efficient Discriminative Approach for Location-Aided Recognition (2016) (0)
- Massive arabesque (2004) (0)
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