Jeffrey Mark Siskind
- Artificial Intelligence top 1%
- Computer Vision and Pattern Recognition top 1%
- Statistical and Nonlinear Physics top 1%
- Developmental and Educational Psychology top 2%
- Computational Mechanics top 5%
- Co-authors
- Barak A. PearlmutterAlexey RadulAtılım Güneş BaydinMichael R. BrentSong WangHaonan YuN. SiddharthAndrei Barbu
- Topics
- Multimodal Machine Learning Applications (15 papers)Natural Language Processing Techniques (11 papers)Human Pose and Action Recognition (10 papers)
- Cited by
- Statistical and Nonlinear PhysicsComputer Vision and Pattern RecognitionDevelopmental and Educational Psychology
- Journals
- PLoS ONEIEEE Transactions on Pattern Analysis and Machine IntelligenceIEEE Transactions on Image Processing
- Partner nations
- United StatesIrelandCanada
In The Last Decade
Jeffrey Mark Siskind
60 papers receiving 3.2k citations
Hit Papers
Peers
Comparison fields: 5 of 153
- Artificial Intelligence 1.3k
- Computer Vision and Pattern Recognition 969
- Statistical and Nonlinear Physics 672
- Developmental and Educational Psychology 556
- Computational Mechanics 304
Countries citing papers authored by Jeffrey Mark Siskind
This map shows the geographic impact of Jeffrey Mark Siskind's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jeffrey Mark Siskind with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jeffrey Mark Siskind more than expected).
Fields of papers citing papers by Jeffrey Mark Siskind
This network shows the impact of papers produced by Jeffrey Mark Siskind. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jeffrey Mark Siskind. The network helps show where Jeffrey Mark Siskind may publish in the future.
Co-authorship network of co-authors of Jeffrey Mark Siskind
This figure shows the co-authorship network connecting the top 25 collaborators of Jeffrey Mark Siskind. A scholar is included among the top collaborators of Jeffrey Mark Siskind based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jeffrey Mark Siskind. Jeffrey Mark Siskind is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 9 | |
| 2 | Divide-and-conquer checkpointing for arbitrary
\nprograms with no user annotation | 8 |
| 3 | 9 | |
| 4 | 3 | |
| 5 | Automatic differentiation in machine learning: a surveybreakdown → | 1320 |
| 6 | 20 | |
| 7 | Grounded Language Learning from Video Described with Sentences | 62 |
| 8 | 125 | |
| 9 | Nonstandard Interpretations of Probabilistic Programs for Efficient Inference | 13 |
| 10 | 27 | |
| 11 | 8 | |
| 12 | Salient Boundary Detection using Ratio Contour | 14 |
| 13 | 21 | |
| 14 | 4 | |
| 15 | 10 | |
| 16 | 324 | |
| 17 | Visual Event Classification via Force Dynamics | 26 |
| 18 | Lexical acquisition in the presence of noise and homonymy | 10 |
| 19 | Nondeterministic lisp as a substrate for constraint logic programming | 36 |
| 20 | Naive physics, event perception, lexical semantics, and language acquisition | 47 |
About Jeffrey Mark Siskind
Jeffrey Mark Siskind is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Theory and Mathematics, having authored 61 papers that have together received 3.4k indexed citations. Recurring topics across this work include Multimodal Machine Learning Applications (15 papers), Natural Language Processing Techniques (11 papers) and Human Pose and Action Recognition (10 papers). The work is most often cited by research in Statistical and Nonlinear Physics (672 citations), Computer Vision and Pattern Recognition (969 citations) and Developmental and Educational Psychology (556 citations). Jeffrey Mark Siskind has collaborated with scholars based in United States, Ireland and Canada. Frequent co-authors include Barak A. Pearlmutter, Alexey Radul, Atılım Güneş Baydin, Michael R. Brent, Song Wang, Haonan Yu, N. Siddharth, Andrei Barbu, T. Kubota and David McAllester. Their work appears in journals such as PLoS ONE, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Image Processing.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.