Nebojsa Jojic

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 62

Top Venues

CoRR

CVPR

ACL (1)

IGARSS

Publications

Xinyuan Wang, Chenxi Li, Zhen Wang, Fan Bai, Haotian Luo, Jiayou Zhang, Nebojsa Jojic, Eric P. Xing, Zhiting Hu
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization. ICLR (2024)
Xiangyu Peng, Jessica Quaye, Weijia Xu, Chris Brockett, Bill Dolan, Nebojsa Jojic, Gabriel DesGarennes, Ken Lobb, Michael Xu, Jorge Leandro, Claire Jin, Sudha Rao
Player-Driven Emergence in LLM-Driven Game Narrative. CoRR (2024)
Ashish Sharma, Sudha Rao, Chris Brockett, Akanksha Malhotra, Nebojsa Jojic, Bill Dolan
Investigating Agency of LLMs in Human-AI Collaboration Tasks. EACL (1) (2024)
Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Nebojsa Jojic, Hamid Palangi, Robert Osazuwa Ness, Jonathan Larson
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval. NeurIPS (2023)
Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Robert Osazuwa Ness, Nebojsa Jojic, Hamid Palangi, Jonathan Larson
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval. CoRR (2023)
Batu Ozturkler, Nikolay Malkin, Zhen Wang, Nebojsa Jojic
ThinkSum: Probabilistic reasoning over sets using large language models. ACL (1) (2023)
Xinyuan Wang, Chenxi Li, Zhen Wang, Fan Bai, Haotian Luo, Jiayou Zhang, Nebojsa Jojic, Eric P. Xing, Zhiting Hu
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization. CoRR (2023)
Ashish Sharma, Sudha Rao, Chris Brockett, Akanksha Malhotra, Nebojsa Jojic, Bill Dolan
Towards Dialogue Systems with Agency in Human-AI Collaboration Tasks. CoRR (2023)
Jorge Leandro, Sudha Rao, Michael Xu, Weijia Xu, Nebojsa Jojic, Chris Brockett, Bill Dolan
GRIM: GRaph-based Interactive narrative visualization for gaMes. CoRR (2023)
Ana Jojic, Zhen Wang, Nebojsa Jojic
GPT is becoming a Turing machine: Here are some ways to program it. CoRR (2023)
Weijia Xu, Andrzej Banburski-Fahey, Nebojsa Jojic
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling. CoRR (2023)
Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
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. 15 (2022)
Alexandros Graikos, Nikolay Malkin, Nebojsa Jojic, Dimitris Samaras
Diffusion Models as Plug-and-Play Priors. NeurIPS (2022)
Esther Rolf, Nikolay Malkin, Alexandros Graikos, Ana Jojic, Caleb Robinson, Nebojsa Jojic
Resolving label uncertainty with implicit posterior models. UAI (2022)
Nikolay Malkin, Zhen Wang, Nebojsa Jojic
Coherence boosting: When your pretrained language model is not paying enough attention. ACL (1) (2022)
Esther Rolf, Nikolay Malkin, Alexandros Graikos, Ana Jojic, Caleb Robinson, Nebojsa Jojic
Resolving label uncertainty with implicit posterior models. CoRR (2022)
Batu Ozturkler, Nikolay Malkin, Zhen Wang, Nebojsa Jojic
ThinkSum: Probabilistic reasoning over sets using large language models. CoRR (2022)
Alexandros Graikos, Nikolay Malkin, Nebojsa Jojic, Dimitris Samaras
Diffusion models as plug-and-play priors. CoRR (2022)
Nikolay Malkin, Caleb Robinson, Nebojsa Jojic
High-resolution land cover change from low-resolution labels: Simple baselines for the 2021 IEEE GRSS Data Fusion Contest. CoRR (2021)
Jacob L. Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao
Compositional processing emerges in neural networks solving math problems. CogSci (2021)
Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic
Multi-Label Learning from Single Positive Labels. CoRR (2021)
Caleb Robinson, Kolya Malkin, Nebojsa Jojic, Huijun Chen, Rongjun Qin, Changlin Xiao, Michael Schmitt, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
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. 14 (2021)
Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic
Multi-Label Learning From Single Positive Labels. CVPR (2021)
Nikolay Malkin, Sameera Lanka, Pranav Goel, Nebojsa Jojic
Studying word order through iterative shuffling. CoRR (2021)
Zhanning Gao, Le Wang, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, Gang Hua
Video Imprint. CoRR (2021)
Jacob Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao
Compositional Processing Emerges in Neural Networks Solving Math Problems. CoRR (2021)
Nebojsa Jojic, Nikolay Malkin, Caleb Robinson, Anthony Ortiz
From Local Algorithms to Global Results: Human-Machine Collaboration for Robust Analysis of Geographically Diverse Imagery. IGARSS (2021)
Nikolay Malkin, Zhen Wang, Nebojsa Jojic
Boosting coherence of language models. CoRR (2021)
Nikolay Malkin, Sameera Lanka, Pranav Goel, Nebojsa Jojic
Studying word order through iterative shuffling. EMNLP (1) (2021)
Nikolay Malkin, Sameera Lanka, Pranav Goel, Sudha Rao, Nebojsa Jojic
GPT Perdetry Test: Generating new meanings for new words. NAACL-HLT (2021)
Shashank Srivastava, Oleksandr Polozov, Nebojsa Jojic, Christopher Meek
Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context. ACL (2020)
Yingzhen Yang, Jiahui Yu, Nebojsa Jojic, Jun Huan, Thomas S. Huang
FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary. ICLR (2020)
Kolya Malkin, Anthony Ortiz, Caleb Robinson, Nebojsa Jojic
Mining self-similarity: Label super-resolution with epitomic representations. CoRR (2020)
Nikolay Malkin, Anthony Ortiz, Nebojsa Jojic
Mining Self-similarity: Label Super-Resolution with Epitomic Representations. ECCV (26) (2020)
Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Md Mahmudulla Hassan, Nebojsa Jojic
Local Context Normalization: Revisiting Local Normalization. CVPR (2020)
Caleb Robinson, Kolya Malkin, Lucas Hu, Bistra Dilkina, Nebojsa Jojic
Weakly Supervised Semantic Segmentation in the 2020 IEEE GRSS Data Fusion Contest. IGARSS (2020)
Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic
Human-Machine Collaboration for Fast Land Cover Mapping. AAAI (2020)
Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly
The GeoLifeCLEF 2020 Dataset. CoRR (2020)
Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic
Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data. CVPR (2019)
Zhanning Gao, Le Wang, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, Gang Hua
Video Imprint. IEEE Trans. Pattern Anal. Mach. Intell. 41 (12) (2019)
Maozheng Zhao, Le Hou, Han Le, Dimitris Samaras, Nebojsa Jojic, Danielle Fassler, Tahsin M. Kurç, Rajarsi R. Gupta, Kolya Malkin, Shahira Abousamra, Shroyer Kenneth, Joel H. Saltz
Label Super Resolution with Inter-Instance Loss. CoRR (2019)
Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic
Human-Machine Collaboration for Fast Land Cover Mapping. CoRR (2019)
Yingzhen Yang, Nebojsa Jojic, Jun Huan
FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary. CoRR (2019)
Kolya Malkin, Caleb Robinson, Le Hou, Rachel Soobitsky, Jacob Czawlytko, Dimitris Samaras, Joel H. Saltz, Lucas Joppa, Nebojsa Jojic
Label super-resolution networks. ICLR (Poster) (2019)
Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune
A deep active learning system for species identification and counting in camera trap images. CoRR (2019)
Imanol Schlag, Paul Smolensky, Roland Fernandez, Nebojsa Jojic, Jürgen Schmidhuber, Jianfeng Gao
Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving. CoRR (2019)
Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Mahmudulla Hassan, Nebojsa Jojic
Local Context Normalization: Revisiting Local Normalization. CoRR (2019)
Xiaojie Jin, Yingzhen Yang, Ning Xu, Jianchao Yang, Nebojsa Jojic, Jiashi Feng, Shuicheng Yan
WSNet: Compact and Efficient Networks Through Weight Sampling. ICML (2018)
Shashank Srivastava, Nebojsa Jojic
A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text. ACL (1) (2018)
Yingzhen Yang, Jianchao Yang, Ning Xu, Wei Han, Nebojsa Jojic, Thomas S. Huang
3D-FilterMap: A Compact Architecture for Deep Convolutional Neural Networks. ICLR (Workshop) (2018)
Yingzhen Yang, Jiashi Feng, Nebojsa Jojic, Jianchao Yang, Thomas S. Huang
-Induced Sparsity. Int. J. Comput. Vis. 126 (10) (2018)
Yingzhen Yang, Jiashi Feng, Nebojsa Jojic, Jianchao Yang, Thomas S. Huang
On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse Approximation. CoRR (2017)
Zhanning Gao, Gang Hua, Dongqing Zhang, Nebojsa Jojic, Le Wang, Jianru Xue, Nanning Zheng
ER3: A Unified Framework for Event Retrieval, Recognition and Recounting. CVPR (2017)
Yao-Hung Hubert Tsai, Han Zhao, Ruslan Salakhutdinov, Nebojsa Jojic
Discovering Order in Unordered Datasets: Generative Markov Networks. CoRR (2017)
Di Wang, Nebojsa Jojic, Chris Brockett, Eric Nyberg
Steering Output Style and Topic in Neural Response Generation. CoRR (2017)
Alessandro Penna, Sadegh Mohammadi, Nebojsa Jojic, Vittorio Murino
Summarization and Classification of Wearable Camera Streams by Learning the Distributions over Deep Features of Out-of-Sample Image Sequences. ICCV (2017)
Yingzhen Yang, Feng Liang, Nebojsa Jojic, Shuicheng Yan, Jiashi Feng, Thomas S. Huang
Discriminative Similarity for Clustering and Semi-Supervised Learning. CoRR (2017)
Di Wang, Nebojsa Jojic, Chris Brockett, Eric Nyberg
Steering Output Style and Topic in Neural Response Generation. EMNLP (2017)
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim
Hierarchical learning of grids of microtopics. UAI (2016)
Pietro Lovato, Manuele Bicego, Maria Kesa, Nebojsa Jojic, Vittorio Murino, Alessandro Perina
Traveling on discrete embeddings of gene expression. Artif. Intell. Medicine 70 (2016)
Yingzhen Yang, Jiashi Feng, Nebojsa Jojic, Jianchao Yang, Thomas S. Huang
ℓ ^0 ℓ 0 -Sparse Subspace Clustering. ECCV (2) (2016)
R. Devon Hjelm, Ruslan Salakhutdinov, Kyunghyun Cho, Nebojsa Jojic, Vince D. Calhoun, Junyoung Chung
Iterative Refinement of the Approximate Posterior for Directed Belief Networks. NIPS (2016)
Alessandro Perina, Nebojsa Jojic
Capturing Spatial Interdependence in Image Features: The Counting Grid, an Epitomic Representation for Bags of Features. IEEE Trans. Pattern Anal. Mach. Intell. 37 (12) (2015)
R. Devon Hjelm, Kyunghyun Cho, Junyoung Chung, Russ R. Salakhutdinov, Vince D. Calhoun, Nebojsa Jojic
Iterative Refinement of Approximate Posterior for Training Directed Belief Networks. CoRR (2015)
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim
Hierarchical learning of grids of microtopics. CoRR (2015)
Alessandro Perina, Denis Peruzzo, Maria Kesa, Nebojsa Jojic, Vittorio Murino, Mellani Bellani, Paolo Brambilla, Umberto Castellani
Mapping Brains on Grids of Features for Schizophrenia Analysis. MICCAI (2) (2014)
Alessandro Perina, Pietro Lovato, Nebojsa Jojic
Bags of Words Models of Epitope Sets: HIV Viral Load Regression with Counting Grids. Pacific Symposium on Biocomputing (2014)
Alessandro Perina, Nebojsa Jojic
Capturing spatial interdependence in image features: the counting grid, an epitomic representation for bags of features. CoRR (2014)
Alessandro Perina, Nebojsa Jojic, Manuele Bicego, Andrzej Truski
Documents as multiple overlapping windows into grids of counts. NIPS (2013)
Alessandro Perina, Nebojsa Jojic
Capturing Layers in Image Collections with Componential Models: From the Layered Epitome to the Componential Counting Grid. CVPR (2013)
Alessandro Perina, Nebojsa Jojic
In the sight of my wearable camera: Classifying my visual experience CoRR (2013)
Fabian L. Wauthier, Michael I. Jordan, Nebojsa Jojic
Efficient Ranking from Pairwise Comparisons. ICML (3) (2013)
Fabian L. Wauthier, Nebojsa Jojic, Michael I. Jordan
A Comparative Framework for Preconditioned Lasso Algorithms. NIPS (2013)
Brendan J. Frey, Nebojsa Jojic
Learning Graphical Models of Images, Videos and Their Spatial Transformations CoRR (2013)
Boyko Kakaradov, Hui Yuan Xiong, Leo J. Lee, Nebojsa Jojic, Brendan J. Frey
Challenges in estimating percent inclusion of alternatively spliced junctions from RNA-seq data. BMC Bioinform. 13 (S-6) (2012)
Fabian L. Wauthier, Nebojsa Jojic, Michael I. Jordan
Active spectral clustering via iterative uncertainty reduction. KDD (2012)
Nebojsa Jojic, Vladimir Jojic, David Heckerman
Joint discovery of haplotype blocks and complex trait associations from SNP sequences CoRR (2012)
Nebojsa Jojic, Yaron Caspi, Manuel Reyes-Gomez
Probabilistic index maps for modeling natural signals CoRR (2012)
Nebojsa Jojic, Alessandro Perina
Multidimensional counting grids: Inferring word order from disordered bags of words CoRR (2012)
Alessandro Perina, Nebojsa Jojic
Spring Lattice Counting Grids: Scene Recognition Using Deformable Positional Constraints. ECCV (6) (2012)
Pietro Lovato, Manuele Bicego, Marco Cristani, Nebojsa Jojic, Alessandro Perina
Feature Selection Using Counting Grids: Application to Microarray Data. SSPR/SPR (2012)
Alessandro Perina, Nebojsa Jojic, Marco Cristani, Vittorio Murino
Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes. Int. J. Comput. Vis. 100 (3) (2012)
Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic
Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 34 (7) (2012)
Joseph Bockhorst, Nebojsa Jojic
Discovering Patterns in Biological Sequences by Optimal Segmentation CoRR (2012)
Fabian L. Wauthier, Michael I. Jordan, Nebojsa Jojic
Nonparametric Combinatorial Sequence Models. J. Comput. Biol. 18 (11) (2011)
Nebojsa Jojic, Alessandro Perina
Multidimensional counting grids: Inferring word order from disordered bags of words. UAI (2011)
Alessandro Perina, Nebojsa Jojic
Image analysis by counting on a grid. CVPR (2011)
Jim C. Huang, Nebojsa Jojic
Variable Selection through Correlation Sifting. RECOMB (2011)
Fabian L. Wauthier, Michael I. Jordan, Nebojsa Jojic
Nonparametric Combinatorial Sequence Models. RECOMB (2011)
Alessandro Perina, Nebojsa Jojic, Umberto Castellani, Marco Cristani, Vittorio Murino
Object Recognition with Hierarchical Stel Models. ECCV (6) (2010)
Jim C. Huang, Nebojsa Jojic, Christopher Meek
Exact inference and learning for cumulative distribution functions on loopy graphs. NIPS (2010)
Jim C. Huang, Nebojsa Jojic
Maximum-likelihood learning of cumulative distribution functions on graphs. AISTATS (2010)
Nebojsa Jojic, Alessandro Perina, Vittorio Murino
Structural epitome: a way to summarize one's visual experience. NIPS (2010)
Nebojsa Jojic, Alessandro Perina, Marco Cristani, Vittorio Murino, Brendan J. Frey
Stel component analysis: Modeling spatial correlations in image class structure. CVPR (2009)
Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic
A hybrid generative/discriminative classification framework based on free-energy terms. ICCV (2009)
Manuel Reyes-Gomez, Nebojsa Jojic
Speech separation by efficient combinatorial decoding of speech mixtures. ICME (2009)
Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic
Free energy score space. NIPS (2009)
Noah Zaitlen, Manuel Reyes-Gomez, David Heckerman, Nebojsa Jojic
Shift-Invariant Adaptive Double Threading: Learning MHC II-Peptide Binding. J. Comput. Biol. 15 (7) (2008)
David C. Nickle, Nebojsa Jojic, David Heckerman, Vladimir Jojic, Darko Kirovski, Morgane Rolland, Sergei L. Kosakovsky Pond, James I. Mullins
Comparison of Immunogen Designs That Optimize Peptide Coverage: Reply to Fischer et al. PLoS Comput. Biol. 4 (1) (2008)
Anitha Kannan, Nebojsa Jojic, Brendan J. Frey
Fast Transformation-Invariant Component Analysis. Int. J. Comput. Vis. 77 (1-3) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nebojsa Jojic