Nebojsa Jojic

According to our database1, Nebojsa Jojic authored at least 144 papers between 1996 and 2024.

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Bibliography

2024
Investigating Agency of LLMs in Human-AI Collaboration Tasks.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
GRIM: GRaph-based Interactive narrative visualization for gaMes.
CoRR, 2023

PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization.
CoRR, 2023

Towards Dialogue Systems with Agency in Human-AI Collaboration Tasks.
CoRR, 2023

Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling.
CoRR, 2023

GPT is becoming a Turing machine: Here are some ways to program it.
CoRR, 2023

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ThinkSum: Probabilistic reasoning over sets using large language models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Resolving label uncertainty with implicit posterior models.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Diffusion Models as Plug-and-Play Priors.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Coherence boosting: When your pretrained language model is not paying enough attention.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Boosting coherence of language models.
CoRR, 2021

Compositional Processing Emerges in Neural Networks Solving Math Problems.
CoRR, 2021

High-resolution land cover change from low-resolution labels: Simple baselines for the 2021 IEEE GRSS Data Fusion Contest.
CoRR, 2021

GPT Perdetry Test: Generating new meanings for new words.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

From Local Algorithms to Global Results: Human-Machine Collaboration for Robust Analysis of Geographically Diverse Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Studying word order through iterative shuffling.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Multi-Label Learning From Single Positive Labels.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Mining self-similarity: Label super-resolution with epitomic representations.
CoRR, 2020

The GeoLifeCLEF 2020 Dataset.
CoRR, 2020

Weakly Supervised Semantic Segmentation in the 2020 IEEE GRSS Data Fusion Contest.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary.
Proceedings of the 8th International Conference on Learning Representations, 2020

Mining Self-similarity: Label Super-Resolution with Epitomic Representations.
Proceedings of the Computer Vision - ECCV 2020, 2020

Local Context Normalization: Revisiting Local Normalization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Human-Machine Collaboration for Fast Land Cover Mapping.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Video Imprint.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

A deep active learning system for species identification and counting in camera trap images.
CoRR, 2019

Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving.
CoRR, 2019

Label Super Resolution with Inter-Instance Loss.
CoRR, 2019

FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary.
CoRR, 2019

Label super-resolution networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Subspace Learning by ℓ<sup>0</sup>-Induced Sparsity.
Int. J. Comput. Vis., 2018

WSNet: Compact and Efficient Networks Through Weight Sampling.
Proceedings of the 35th International Conference on Machine Learning, 2018

3D-FilterMap: A Compact Architecture for Deep Convolutional Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Discovering Order in Unordered Datasets: Generative Markov Networks.
CoRR, 2017

Discriminative Similarity for Clustering and Semi-Supervised Learning.
CoRR, 2017

On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse Approximation.
CoRR, 2017

Summarization and Classification of Wearable Camera Streams by Learning the Distributions over Deep Features of Out-of-Sample Image Sequences.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Steering Output Style and Topic in Neural Response Generation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

ER3: A Unified Framework for Event Retrieval, Recognition and Recounting.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Traveling on discrete embeddings of gene expression.
Artif. Intell. Medicine, 2016

Hierarchical learning of grids of microtopics.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Iterative Refinement of the Approximate Posterior for Directed Belief Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

ℓ ^0 ℓ 0 -Sparse Subspace Clustering.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Capturing Spatial Interdependence in Image Features: The Counting Grid, an Epitomic Representation for Bags of Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Iterative Refinement of Approximate Posterior for Training Directed Belief Networks.
CoRR, 2015

2014
Bags of Words Models of Epitope Sets: HIV Viral Load Regression with Counting Grids.
Proceedings of the Biocomputing 2014: Proceedings of the Pacific Symposium, 2014

Mapping Brains on Grids of Features for Schizophrenia Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
In the sight of my wearable camera: Classifying my visual experience
CoRR, 2013

A Comparative Framework for Preconditioned Lasso Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Documents as multiple overlapping windows into grids of counts.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Efficient Ranking from Pairwise Comparisons.
Proceedings of the 30th International Conference on Machine Learning, 2013

Capturing Layers in Image Collections with Componential Models: From the Layered Epitome to the Componential Counting Grid.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes.
Int. J. Comput. Vis., 2012

Challenges in estimating percent inclusion of alternatively spliced junctions from RNA-seq data.
BMC Bioinform., 2012

Feature Selection Using Counting Grids: Application to Microarray Data.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Active spectral clustering via iterative uncertainty reduction.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Spring Lattice Counting Grids: Scene Recognition Using Deformable Positional Constraints.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Nonparametric Combinatorial Sequence Models.
J. Comput. Biol., 2011

Multidimensional counting grids: Inferring word order from disordered bags of words.
Proceedings of the UAI 2011, 2011

Variable Selection through Correlation Sifting.
Proceedings of the Research in Computational Molecular Biology, 2011

Image analysis by counting on a grid.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Maximum-likelihood learning of cumulative distribution functions on graphs.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Structural epitome: a way to summarize one's visual experience.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Exact inference and learning for cumulative distribution functions on loopy graphs.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Object Recognition with Hierarchical Stel Models.
Proceedings of the Computer Vision - ECCV 2010, 2010

2009
Free energy score space.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Speech separation by efficient combinatorial decoding of speech mixtures.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A hybrid generative/discriminative classification framework based on free-energy terms.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Stel component analysis: Modeling spatial correlations in image class structure.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Comparison of Immunogen Designs That Optimize Peptide Coverage: Reply to Fischer et al.
PLoS Comput. Biol., 2008

Shift-Invariant Adaptive Double Threading: Learning MHC II-Peptide Binding.
J. Comput. Biol., 2008

Fast Transformation-Invariant Component Analysis.
Int. J. Comput. Vis., 2008

Video Epitomes.
Int. J. Comput. Vis., 2008

Constructing Treatment Portfolios Using Affinity Propagation.
Proceedings of the Research in Computational Molecular Biology, 2008

Population Sequencing Using Short Reads: HIV as a Case Study.
Proceedings of the Biocomputing 2008, 2008

2007
Coping with Viral Diversity in HIV Vaccine Design.
PLoS Comput. Biol., 2007

Discovering Patterns in Biological Sequences by Optimal Segmentation.
Proceedings of the UAI 2007, 2007

Reconstructing the Phylogeny of Mobile Elements.
Proceedings of the Research in Computational Molecular Biology, 2007

Program verification as probabilistic inference.
Proceedings of the 34th ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2007

Capturing long-range correlations with patch models.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Click Passwords.
Proceedings of the Security and Privacy in Dynamic Environments, 2006

Learning MHC I - peptide binding.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

Recursive estimation of generative models of video.
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

2005
A Comparison of Algorithms for Inference and Learning in Probabilistic Graphical Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Adaptive Video Fast Forward.
Multim. Tools Appl., 2005

Q-Clustering.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Using epitomes to model genetic diversity: Rational design of HIV vaccines.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

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

LOCUS: Learning Object Classes with Unsupervised Segmentation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Interactive Montages of Sprites for Indexing and Summarizing Security Video.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Deformable Spectrograms.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

Generative Model for Layers of Appearance and Deformation.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2004
Joint Discovery of Haplotype Blocks and Complex Trait Associations from SNP Sequences.
Proceedings of the UAI '04, 2004

Probabilistic Index Maps for Modeling Natural Signals.
Proceedings of the UAI '04, 2004

A Generative Model of Dense Optical Flow in Layers.
Proceedings of the Spatial Coherence for Visual Motion Analysis, 2004

Hierarchical video clustering.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Tamper-Resistant Biometric IDs.
Proceedings of the ISSE 2004, 2004

Efficient approximations for learning phylogenetic HMM models from data.
Proceedings of the Proceedings Twelfth International Conference on Intelligent Systems for Molecular Biology/Third European Conference on Computational Biology 2004, 2004

Towards single-channel unsupervised source separation of speech mixtures: the layered harmonics/formants separation-tracking model.
Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audio Processing, 2004

Cryptographically secure identity certificates.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Audio-visual graphical models for speech processing.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Multiband audio modeling for single-channel acoustic source separation.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Probability Models for High Dynamic Range Imaging.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Capturing Image Structure with Probabilistic Index Maps.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Transformation-Invariant Clustering Using the EM Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

A Graphical Model for Audiovisual Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Scene generative models for adaptive video fast forward.
Proceedings of the 2003 International Conference on Image Processing, 2003

Epitomic analysis of appearance and shape.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

FaceCerts.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

Learning Appearance and Transparency Manifolds of Occluded Objects in Layers.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Real-time On-line Learning of Transformed Hidden Markov Models from Video.
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003

2002
Generative Models for Computer Vision
PhD thesis, 2002

Fast Transformation-Invariant Factor Analysis.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

A self-calibrating algorithm for speaker tracking based on audio-visual statistical models.
Proceedings of the IEEE International Conference on Acoustics, 2002

Learning Montages of Transformed Latent Images as Representations of Objects That Change in Appearance.
Proceedings of the Computer Vision, 2002

Audio-Video Sensor Fusion with Probabilistic Graphical Models.
Proceedings of the Computer Vision, 2002

2001
Product Analysis: Learning to Model Observations as Products of Hidden Variables.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Fast, Large-Scale Transformation-Invariant Clustering.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Separating Appearance from Deformation.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Learning Flexible Sprites in Video Layers.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Learning mixtures of smooth, nonuniform deformation models for probabilistic image matching.
Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000
Learning Graphical Models of Images, Videos and Their Spatial Transformations.
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

Detection and Estimation of Pointing Gestures in Dense Disparity Maps.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Transformed Hidden Markov Models: Estimating Mixture Models of Images and Inferring Spatial Transformations in Video Sequence.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

A Framework for Garment Shopping over the Internet.
Proceedings of the Handbook on Electronic Commerce, 2000

Computer Vision and Graphics Techniques for Modeling Dressed Humans.
Proceedings of the Confluence of Computer Vision and Computer Graphics, 2000

1999
Computer modeling, analysis, and synthesis of dressed humans.
IEEE Trans. Circuits Syst. Video Technol., 1999

Topographic Transformation as a Discrete Latent Variable.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Tracking Self-Occluding Articulated Objects in Dense Disparity Maps.
Proceedings of the International Conference on Computer Vision, 1999

Transformed Component Analysis: Joint Estimation of Spatial Transformations and Image Components.
Proceedings of the International Conference on Computer Vision, 1999

Estimating Mixture Models of Images and Inferring Spatial Transformations Using the EM Algorithm.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Computer Modeling, Analysis and Synthesis of Dressed Humans.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

On Analysis of Cloth Drape Range Data.
Proceedings of the Computer Vision, 1998

3-D Reconstruction of Multipart Self-Occluding Objects.
Proceedings of the Computer Vision, 1998

1996
A generalized expansion matching based feature extractor.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

On the use of the Karhunen-Loeve transform and expansion matching for generalized feature detection.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996


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