Alpha Invariance: On Inverse Scaling Between Distance and Volume Density in Neural Radiance Fields
CVPR 2024
Instant3d: Fast text-to-3d with sparse-view generation and large reconstruction model
ICLR 2024
TTIC’s Submission to WMT-SLT 23
Eighth Conference on Machine Translation (WMT) 2023
Generative Models: What do they know? Do they know things? Let's find out!
Technical report 2023
Self-supervised video transformers for isolated sign language recognition
Hyperfields: Towards zero-shot generation of nerfs from text
NeRFuser: Large-Scale Scene Representation by NeRF Fusion
Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation
CVPR 2023
Text-Free Learning of a Natural Language Interface for Pretrained Face Generators
Technical Report 2022
Adapting CLIP For Phrase Localization Without Further Training
Depth Field Networks for Generalizable Multi-view Scene Representation
ECCV 2022
Neural Neighbor Style Transfer
Self-Supervised Camera Self-Calibration from Video
International Conference on Robotics and Automation (ICRA) 2022
Full Surround Monodepth from Multiple Cameras
Robotics and Automation Letters (RA-L) 2022
Task-driven super resolution: Object detection in low-resolution images
ICONNIP 2021
Fingerspelling Detection in American Sign Language
Computer Vision and Pattern Recognition (CVPR) 2021
Information-Theoretic Segmentation by Inpainting Error Maximization
Neural Ray Surfaces for Self-Supervised Learning of Depth and Ego-motion
3DV 2020
Classification confidence estimation with test-time data-augmentation
Technical Report 2020
Controlling Length in Image Captioning
Detection and description of change in visual streams
Analysis of diversity-accuracy tradeoff in image captioning
Deformable style transfer
European Conference on Computer Vision (ECCV) 2020
Pixel consensus voting for panoptic segmentation
Computer Vision and Pattern Recognition (CVPR) 2020
Space-time-aware multi-resolution video enhancement
DIODE: A dense indoor and outdoor depth dataset
Technical Report 2019
Natural and adversarial error detection using invariance to image transformations
Fingerspelling recognition in the wild with iterative visual attention
International Conference on Computer Vision (ICCV) 2019
Style transfer by relaxed optimal transport and self-similarity
Computer Vision and Pattern Recognition (CVPR) 2019
Recurrent back-projection network for video super-resolution
Semantic speech retrieval with a visually grounded model of untranscribed speech
IEEE/ACM Transactions on Audio, Speech, and Language Processing 2019
Confidence from invariance to image transformations
Technical Report 2018
Self-supervised relative depth learning for urban scene understanding
European Conference on Computer Vision (ECCV) 2018
Deep back-projection networks for super-resolution
Computer Vision and Pattern Recognition (CVPR) 2018
Regularizing deep networks by modeling and predicting label structure
Discriminability objective for training descriptive captions
Lexicon-free fingerspelling recognition from video: Data, models, and signer adaptation
Technical Report 2017
Visually grounded learning of keyword prediction from untranscribed speech
Interspeech 2017
Training deep networks to be spatially sensitive
Computer Vision and Pattern Recognition (CVPR) 2017
Colorization as a proxy task for visual understanding
Comprehension-guided referring expressions
Fractalnet: Ultra-deep neural networks without residuals
International Conference on Learning Representations (ICLR) 2017
Diverse sampling for self-supervised learning of semantic segmentation
Technical Report 2016
Examining the impact of blur on recognition by convolutional networks
Learning representations for automatic colorization
European Conference on Computer Vision (ECCV) 2016
Depth from a single image by harmonizing overcomplete local network predictions
Neural Information Processing Systems (NeurIPS) 2016
Feedforward semantic segmentation with zoom-out features
Computer Vision and Pattern Recognition (CVPR) 2015
Part and attribute discovery from relative annotations
International Conference on Computer Vision (ICCV) 2014
Learning ensembles of convolutional neural networks
Technical Report 2014
Discriminative metric learning by neighborhood gerrymandering
Neural Information Processing Systems (NeurIPS) 2014
Knowing a good HOG filter when you see it: Efficient selection of filters for detection
European Conference on Computer Vision (ECCV) 2014
Using human knowledge to judge part goodness: Interactive part selection
Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision and Human Computation 2014
A Consistent Estimator of the Expected Gradient Outerproduct
UAI 2014
Discriminative re-ranking of diverse segmentations
Computer Vision and Pattern Recognition (CVPR) 2013
Learning to detect lesion boundaries in breast ultrasound images
Breast Imaging Workshop, MICCAI 2013
Fingerspelling recognition with semi-Markov conditional random fields
International Conference on Computer Vision (ICCV) 2013
A Systematic Exploration of Diversity in Machine Translation
Empirical Methods in Natural Language Processing (EMNLP) 2013
Image Segmentation by Cascaded Region Agglomeration
American sign language fingerspelling recognition with phonological feature-based tandem models
SLT 2012
Diverse m-best solutions in markov random fields
European Conference on Computer Vision (ECCV) 2012
Viewpoint-aware object detection and pose estimation
International Conference on Computer Vision (ICCV) 2011
Pose Estimation Under Anisotropic Scaling with Automatic Initialization
Technical Report 2011
Similarity Sensitive Nonlinear Embeddings
International Conference on Computer Vision (ICCV) Workshop on Kernels and Distances for Computer Vision 2011
Decoding complete reach and grasp actions from local primary motor cortex populations
Journal of neuroscience 2010
Sparse coding for learning interpretable spatio-temporal primitives
Neural Information Processing Systems (NeurIPS) 2010
Notes on the Shannon Entropy of the Neural Response
Technical Report 2009
Discovery of phosphorylation motif mixtures in phosphoproteomics data
Bioinformatics 2009
A slicing-based coherence measure for clusters of DTI integral curves
International Conference on Medical Image Computing and Computer-Assisted Intervention 2008
Decoding grasp aperture from motor-cortical population activity
International IEEE/EMBS Conference on Neural Engineering 2007
An investigation of computational and informational limits in gaussian mixture clustering
International Conference on Machine Learning (ICML) 2006
Conditional random people: Tracking humans with crfs and grid filters
Computer Vision and Pattern Recognition (CVPR) 2006
Applications: Vision
MIT Press 2006
Locality-sensitive hashing using stable distributions
Applications: Learning
New Algorithms for Efficient High-Dimensional Nonparametric Classification
Learning Embeddings for Fast Approximate Nearest Neighbor Retrieval
Contour Matching Using Approximate Earth Mover’s Distance
Approximate Nearest Neighbor Regression in Very High Dimensions
Nearest-Neighbor Methods in Learning and Vision: Theory and Practice
The MIT Press 2006
Nonlinear physically-based models for decoding motor-cortical population activity
Neural Information Processing Systems (NeurIPS) 2006
Learning silhouette features for control of human motion
ACM Transactions on Graphics (ToG) 2005
Avoiding the “Streetlight Effect”: Tracking by Exploring Likelihood Modes
International Conference on Computer Vision (ICCV) 2005
Learning task-specific similarity
PhD Thesis 2005
Face recognition with image sets using manifold density divergence
Computer Vision and Pattern Recognition (CVPR) 2005
Face recognition in subspaces
Springer, New York, NY 2005
Virtual visual hulls: Example-based 3D shape inference from silhouettes
International Workshop on Statistical Methods in Video Processing 2004
Inferring 3d structure with a statistical image-based shape model
International Conference on Computer Vision (ICCV) 2003
A bayesian approach to image-based visual hull reconstruction
Computer Vision and Pattern Recognition (CVPR) 2003
Fast Pose Estimation with Parameter-Sensitive Hashing
Boosted Dyadic Kernel Discriminants
Neural Information Processing Systems (NeurIPS) 2002
On probabilistic combination of face and gait cues for identification
International Conference on Automatic Face Gesture Recognition 2002
A unified learning framework for real time face detection and classification
High-Level Analysis of Human Pose
Technical Report 2002
Face recognition from long-term observations
European Conference on Computer Vision (ECCV) 2002
Smoothed Bootstrap and Statistical Data Cloning for Classifier Evaluation
International Conference on Machine Learning (ICML) 2001
Integrated Face and Gait Recognition From Multiple Views
Computer Vision and Pattern Recognition (CVPR) 2001
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