Jeffrey Mark Siskind

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 32

Top Topics

Motion Features

Continuous Action

Efficient Implementation

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Jack Kilgallen, Barak A. Pearlmutter, Jeffrey Mark Siskind
Learning Exemplar Representations in Single-Trial EEG Category Decoding. CoRR (2024)
Hari M. Bharadwaj, Ronnie B. Wilbur, Jeffrey Mark Siskind
Still an Ineffective Method With Supertrials/ERPs - Comments on "Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features". IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Hamad Ahmed, Ronnie B. Wilbur, Hari M. Bharadwaj, Jeffrey Mark Siskind
Confounds in the Data - Comments on "Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features". IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Ren Li, Jared S. Johansen, Hamad Ahmed, Thomas V. Ilyevsky, Ronnie B. Wilbur, Hari M. Bharadwaj, Jeffrey Mark Siskind
The Perils and Pitfalls of Block Design for EEG Classification Experiments. IEEE Trans. Pattern Anal. Mach. Intell. 43 (1) (2021)
Thomas Victor Ilyevsky, Jared Sigurd Johansen, Jeffrey Mark Siskind
Talk the talk and walk the walk: Dialogue-driven navigation in unknown indoor environments. IROS (2021)
Hamad Ahmed, Ronnie B. Wilbur, Hari M. Bharadwaj, Jeffrey Mark Siskind
Object Classification From Randomized EEG Trials. CVPR (2021)
Jared Sigurd Johansen, Thomas Victor Ilyevsky, Jeffrey Mark Siskind
The Amazing Race TM: Robot Edition. CoRR (2020)
Hamad Ahmed, Ronnie B. Wilbur, Hari M. Bharadwaj, Jeffrey Mark Siskind
Object classification from randomized EEG trials. CoRR (2020)
Oleksandr Manzyuk, Barak A. Pearlmutter, Alexey Andreyevich Radul, David R. Rush, Jeffrey Mark Siskind
Perturbation confusion in forward automatic differentiation of higher-order functions. J. Funct. Program. 29 (2019)
Ren Li, Jared S. Johansen, Hamad Ahmed, Thomas V. Ilyevsky, Ronnie B. Wilbur, Hari M. Bharadwaj, Jeffrey Mark Siskind
Training on the test set? An analysis of Spampinato et al. [31]. CoRR (2018)
Vikas Dhiman, Shurjo Banerjee, Jeffrey Mark Siskind, Jason J. Corso
Floyd-Warshall Reinforcement Learning Learning from Past Experiences to Reach New Goals. CoRR (2018)
Daniel Paul Barrett, Scott Alan Bronikowski, Haonan Yu, Jeffrey Mark Siskind
Driving Under the Influence (of Language). IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Vikas Dhiman, Shurjo Banerjee, Brent Griffin, Jeffrey Mark Siskind, Jason J. Corso
A Critical Investigation of Deep Reinforcement Learning for Navigation. CoRR (2018)
Jeffrey Mark Siskind, Barak A. Pearlmutter
Divide-and-conquer checkpointing for arbitrary programs with no user annotation. Optim. Methods Softw. 33 (4-6) (2018)
Jeffrey Mark Siskind, Barak A. Pearlmutter
Divide-and-Conquer Checkpointing for Arbitrary Programs with No User Annotation. CoRR (2017)
Haonan Yu, Jeffrey Mark Siskind
Sentence Directed Video Object Codiscovery. Int. J. Comput. Vis. 124 (3) (2017)
Atilim Gunes Baydin, Barak A. Pearlmutter, Alexey Andreyevich Radul, Jeffrey Mark Siskind
Automatic Differentiation in Machine Learning: a Survey. J. Mach. Learn. Res. 18 (2017)
Atilim Günes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
Tricks from Deep Learning. CoRR (2016)
Jeffrey Mark Siskind, Barak A. Pearlmutter
Binomial Checkpointing for Arbitrary Programs with No User Annotation. CoRR (2016)
Robert Kelly, Barak A. Pearlmutter, Jeffrey Mark Siskind
Evolving the Incremental λ Calculus into a Model of Forward Automatic Differentiation (AD). CoRR (2016)
Daniel Paul Barrett, Jeffrey Mark Siskind
Action Recognition by Time Series of Retinotopic Appearance and Motion Features. IEEE Trans. Circuits Syst. Video Technol. 26 (12) (2016)
Atilim Günes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: An AD Library for .NET Languages. CoRR (2016)
Daniel Paul Barrett, Ran Xu, Haonan Yu, Jeffrey Mark Siskind
Collecting and annotating the large continuous action dataset. Mach. Vis. Appl. 27 (7) (2016)
Daniel Paul Barrett, Andrei Barbu, N. Siddharth, Jeffrey Mark Siskind
Saying What You're Looking For: Linguistics Meets Video Search. IEEE Trans. Pattern Anal. Mach. Intell. 38 (10) (2016)
Jeffrey Mark Siskind, Barak A. Pearlmutter
Efficient Implementation of a Higher-Order Language with Built-In AD. CoRR (2016)
Daniel Paul Barrett, Ran Xu, Haonan Yu, Jeffrey Mark Siskind
Collecting and Annotating the Large Continuous Action Dataset. CoRR (2015)
Haonan Yu, N. Siddharth, Andrei Barbu, Jeffrey Mark Siskind
A Compositional Framework for Grounding Language Inference, Generation, and Acquisition in Video. J. Artif. Intell. Res. 52 (2015)
Atilim Gunes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: Automatic Differentiation Library. CoRR (2015)
Daniel Paul Barrett, Scott Alan Bronikowski, Haonan Yu, Jeffrey Mark Siskind
Robot Language Learning, Generation, and Comprehension. CoRR (2015)
Jeffrey Mark Siskind
Conducting Neuroscience to Guide the Development of AI. AAAI (2015)
Haonan Yu, Jeffrey Mark Siskind
Sentence Directed Video Object Codetection. CoRR (2015)
Haonan Yu, Jeffrey Mark Siskind
Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information. AAAI (2015)
Haonan Yu, Daniel Paul Barrett, Jeffrey Mark Siskind
A Faster Method for Tracking and Scoring Videos Corresponding to Sentences. CoRR (2014)
N. Siddharth, Andrei Barbu, Jeffrey Mark Siskind
Seeing What You're Told: Sentence-Guided Activity Recognition in Video. CVPR (2014)
Andrei Barbu, Daniel Paul Barrett, Wei Chen, Siddharth Narayanaswamy, Caiming Xiong, Jason J. Corso, Christiane D. Fellbaum, Catherine Hanson, Stephen José Hanson, Sébastien Hélie, Evguenia Malaia, Barak A. Pearlmutter, Jeffrey Mark Siskind, Thomas Michael Talavage, Ronnie B. Wilbur
Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions. ECCV (5) (2014)
Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven J. Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang
Video In Sentences Out. CoRR (2014)
Haonan Yu, Jeffrey Mark Siskind
Discriminative Training: Learning to Describe Video with Sentences, from Video Described with Sentences. CoRR (2013)
Yu Cao, Daniel Paul Barrett, Andrei Barbu, Siddharth Narayanaswamy, Haonan Yu, Aaron Michaux, Yuewei Lin, Sven J. Dickinson, Jeffrey Mark Siskind, Song Wang
Recognize Human Activities from Partially Observed Videos. CVPR (2013)
Siddharth Narayanaswamy, Andrei Barbu, Jeffrey Mark Siskind
Seeing What You're Told: Sentence-Guided Activity Recognition In Video. CoRR (2013)
Haonan Yu, Jeffrey Mark Siskind
Grounded Language Learning from Video Described with Sentences. ACL (1) (2013)
Daniel Paul Barrett, Jeffrey Mark Siskind
Felzenszwalb-Baum-Welch: Event Detection by Changing Appearance. CoRR (2013)
Andrei Barbu, Siddharth Narayanaswamy, Jeffrey Mark Siskind
Saying What You're Looking For: Linguistics Meets Video Search. CoRR (2013)
Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind
AD in Fortran, Part 1: Design CoRR (2012)
Oleksandr Manzyuk, Barak A. Pearlmutter, Alexey Andreyevich Radul, David R. Rush, Jeffrey Mark Siskind
Confusion of Tagged Perturbations in Forward Automatic Differentiation of Higher-Order Functions CoRR (2012)
Zhiqi Zhang, Sanja Fidler, Jarrell W. Waggoner, Yu Cao, Sven J. Dickinson, Jeffrey Mark Siskind, Song Wang
Superedge grouping for object localization by combining appearance and shape information. CVPR (2012)
Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven J. Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang
Video In Sentences Out CoRR (2012)
Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven J. Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang
Video In Sentences Out. UAI (2012)
Andrei Barbu, Aaron Michaux, Siddharth Narayanaswamy, Jeffrey Mark Siskind
Simultaneous Object Detection, Tracking, and Event Recognition CoRR (2012)
Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind
AD in Fortran, Part 2: Implementation via Prepreprocessor CoRR (2012)
Andrei Barbu, Alexander Bridge, Dan Coroian, Sven J. Dickinson, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang
Large-Scale Automatic Labeling of Video Events with Verbs Based on Event-Participant Interaction CoRR (2012)
Siddharth Narayanaswamy, Andrei Barbu, Jeffrey Mark Siskind
Seeing Unseeability to See the Unseeable CoRR (2012)
David Wingate, Noah D. Goodman, Andreas Stuhlmüller, Jeffrey Mark Siskind
Nonstandard Interpretations of Probabilistic Programs for Efficient Inference. NIPS (2011)
Siddharth Narayanaswamy, Andrei Barbu, Jeffrey Mark Siskind
A visual language model for estimating object pose and structure in a generative visual domain. ICRA (2011)
Alan Fern, Robert Givan, Jeffrey Mark Siskind
Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video CoRR (2011)
Jeffrey Mark Siskind
Grounding the Lexical Semantics of Verbs in Visual Perception using Force Dynamics and Event Logic CoRR (2011)
Andrei Barbu, Siddharth Narayanaswamy, Jeffrey Mark Siskind
Learning physically-instantiated game play through visual observation. ICRA (2010)
Barak A. Pearlmutter, Jeffrey Mark Siskind
Reverse-mode AD in a functional framework: Lambda the ultimate backpropagator. ACM Trans. Program. Lang. Syst. 30 (2) (2008)
Jeffrey Mark Siskind, Barak A. Pearlmutter
Nesting forward-mode AD in a functional framework. High. Order Symb. Comput. 21 (4) (2008)
Jeffrey Mark Siskind, James Sherman Jr., Ilya Pollak, Mary P. Harper, Charles A. Bouman
Spatial Random Tree Grammars for Modeling Hierarchal Structure in Images with Regions of Arbitrary Shape. IEEE Trans. Pattern Anal. Mach. Intell. 29 (9) (2007)
Barak A. Pearlmutter, Jeffrey Mark Siskind
Lazy multivariate higher-order forward-mode AD. POPL (2007)
Jeffrey Mark Siskind, Barak A. Pearlmutter
First-class nonstandard interpretations by opening closures. POPL (2007)
Wiley Wang, Ilya Pollak, Tak-Shing Wong, Charles A. Bouman, Mary P. Harper, Jeffrey Mark Siskind
Hierarchical Stochastic Image Grammars for Classification and Segmentation. IEEE Trans. Image Process. 15 (10) (2006)
Song Wang, Toshiro Kubota, Jeffrey Mark Siskind, Jun Wang
Salient Closed Boundary Extraction with Ratio Contour. IEEE Trans. Pattern Anal. Mach. Intell. 27 (4) (2005)
Ilya Pollak, Jeffrey Mark Siskind, Mary P. Harper, Charles A. Bouman
Modeling and estimation of spatial random trees with application to image classification. ICASSP (3) (2003)
Song Wang, Jeffrey Mark Siskind
Image Segmentation with Ratio Cut. IEEE Trans. Pattern Anal. Mach. Intell. 25 (6) (2003)
Jeffrey Mark Siskind
Reconstructing force-dynamic models from video sequences. Artif. Intell. 151 (1-2) (2003)
Song Wang, Jeffrey Mark Siskind
Image Segmentation with Ratio Cut - Supplemental Material. IEEE Trans. Pattern Anal. Mach. Intell. 25 (6) (2003)
Ilya Pollak, Jeffrey Mark Siskind, Mary P. Harper, Charles A. Bouman
Parameter estimation for spatial random trees using the EM algorithm. ICIP (1) (2003)
Song Wang, Toshiro Kubota, Jeffrey Mark Siskind
Salient Boundary Detection using Ratio Contour. NIPS (2003)
Alan Fern, Robert Givan, Jeffrey Mark Siskind
Specific-to-General Learning for Temporal Events. AAAI/IAAI (2002)
Alan Fern, Jeffrey Mark Siskind, Robert Givan
Learning Temporal, Relational, Force-Dynamic Event Definitions from Video. AAAI/IAAI (2002)
Alan Fern, Robert Givan, Jeffrey Mark Siskind
Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video. J. Artif. Intell. Res. 17 (2002)
Song Wang, Jeffrey Mark Siskind
Image Segmentation with Minimum Mean Cut. ICCV (2001)
Jeffrey Mark Siskind
Grounding the Lexical Semantics of Verbs in Visual Perception using Force Dynamics and Event Logic. J. Artif. Intell. Res. 15 (2001)
Jeffrey Mark Siskind
Visual Event Classification via Force Dynamics. AAAI/IAAI (2000)
Richard Mann, Allan D. Jepson, Jeffrey Mark Siskind
The Computational Perception of Scene Dynamics. Comput. Vis. Image Underst. 65 (2) (1997)
Jeffrey Mark Siskind, Quaid Morris
A Maximum-Likelihood Approach to Visual Event Classification. ECCV (2) (1996)
Richard Mann, Allan D. Jepson, Jeffrey Mark Siskind
Computational Perception of Scene Dynamics. ECCV (2) (1996)
Jeffrey Mark Siskind
Lexical Acquisition in the Presence of Noise and Homonymy. AAAI (1994)
Jeffrey Mark Siskind, David A. McAllester
Nondeterministic Lisp as a Substrate for Constraint Logic Programming. AAAI (1993)
Jeffrey Mark Siskind
Acquiring Core Meanings of Words, Represented as Jackendoff-Style Conceptual Structures, from Correlated Streams of Linguistic and Non-Linguistic Input. ACL (1990)