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David J. Fleet
Professor
Computer Science Department University of Toronto
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论文共 161 篇
Hierarchical Video Understanding.
Algorithmic Advances in Single Particle Cryo-EM Data Processing
On the effectiveness of task granularity for transfer learning.
cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination
VSE++: Improved Visual-Semantic Embeddings.
Guest Editorial: Human Activity Understanding from 2D and 3D Data.
Adversarial Manipulation of Deep Representations
Efficient Optimization for Sparse Gaussian Process Regression
Efficient non-greedy optimization of decision trees
Posebits for Monocular Human Pose Estimation
Efficient Optimization for Sparse Gaussian Process Regression.
Fast Exact Search in Hamming Space with Multi-Index Hashing.
Hamming Distance Metric Learning.
Human attributes from 3D pose tracking
Shared Kernel Information Embedding for discriminative inference.
Bone graphs: Medial shape parsing and abstraction
Minimal Loss Hashing for Compact Binary Codes.
Model-Based 3D Hand Pose Estimation from Monocular Video
Object categorization using bone graphs
Motion Models for People Tracking.
Simultaneous Tracking and Activity Recognition
Human attributes from 3D pose tracking
Optimizing walking controllers for uncertain inputs and environments
Dynamical binary latent variable models for 3D human pose tracking
Physics-Based Person Tracking Using the Anthropomorphic Walker
Optimizing walking controllers
Shared Kernel Information Embedding for discriminative inference
TurboPixels: fast superpixels using geometric flows.
Backing Off: Hierarchical Decomposition of Activity for 3D Novel Pose Recovery
Editorial-State of the Transactions
Gaussian Process Dynamical Models for Human Motion
Correction to "Gaussian Process Dynamical Models for Human Motion"
Topologically-constrained latent variable models
The Kneed Walker for human pose tracking
D.: Higher-order autoregressive models for dynamic textures
Correction to "Gaussian Process Dynamical Models for Human Motion" [Feb 08 283-298]
Multifactor Gaussian process models for style-content separation
Higher-order Autoregressive Models for Dynamic Textures
Modeling human locomotion with topologically constrained latent variable models
Introduction of New Associate Editors
Introduction: Special issue on spatial coherence for visual motion analysis
3D People Tracking with Gaussian Process Dynamical Models
Editorial-State of the Transactions
Editorial-State of the Transactions
Introduction of New Associate Editors
Temporal motion models for monocular and multiview 3D human body tracking
Gaussian process dynamical models for 3d people tracking
Gaussian Process Dynamical Models
Monocular 3D Tracking of the Golf Swing
Learning Sensor Network Topology through Monte Carlo Expectation Maximization.
Monocular 3-D Tracking of the Golf Swing
Priors for People Tracking from Small Training Sets
Perceptually-supported image editing of text and graphics
Robust online appearance models for visual tracking
Perceptually-supported image editing of text and graphics
Bayesian inference of visual motion boundaries
Error-in-variables likelihood functions for motion estimation
A Probabilistic Theory of Occupancy and Emptiness
A Layered Motion Representation with Occlusion and Compact Spatial Support
Hybrid Monte Carlo Filtering: Edge-Based People Tracking