David A. Ross
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David A. Ross's AcademicInfluence.com Rankings
David A. Rosscomputer-science Degrees
Computer Science
#12492
World Rank
#13352
Historical Rank
Machine Learning
#5755
World Rank
#5835
Historical Rank
Artificial Intelligence
#6208
World Rank
#6307
Historical Rank
Database
#9602
World Rank
#10134
Historical Rank

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Computer Science
David A. Ross's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science Stanford University
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Why Is David A. Ross Influential?
(Suggest an Edit or Addition)David A. Ross's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Incremental Learning for Robust Visual Tracking (2008) (3215)
- AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions (2017) (689)
- Rethinking the Faster R-CNN Architecture for Temporal Action Localization (2018) (481)
- Incremental Learning for Visual Tracking (2004) (343)
- Adaptive Probabilistic Visual Tracking with Incremental Subspace Update (2004) (145)
- The power of comparative reasoning (2011) (132)
- AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ (2021) (124)
- Pillar-based Object Detection for Autonomous Driving (2020) (120)
- D3D: Distilled 3D Networks for Video Action Recognition (2018) (117)
- Adaptive Discriminative Generative Model and Its Applications (2004) (92)
- Virtual Multi-view Fusion for 3D Semantic Segmentation (2020) (83)
- SPEC hashing: Similarity preserving algorithm for entropy-based coding (2010) (81)
- The AVA-Kinetics Localized Human Actions Video Dataset (2020) (80)
- Learning Articulated Structure and Motion (2010) (70)
- Survey and Evaluation of Audio Fingerprinting Schemes for Mobile Query-by-Example Applications (2011) (63)
- Learning Parts-Based Representations of Data (2006) (57)
- An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds (2020) (52)
- On using nearly-independent feature families for high precision and confidence (2012) (42)
- Speech2Action: Cross-Modal Supervision for Action Recognition (2020) (41)
- DOPS: Learning to Detect 3D Objects and Predict Their 3D Shapes (2020) (37)
- Multiple Cause Vector Quantization (2002) (30)
- Learning Video Representations from Textual Web Supervision (2020) (28)
- Unsupervised Learning of Skeletons from Motion (2008) (26)
- Automatic Language Identification in music videos with low level audio and visual features (2011) (25)
- Learning stick-figure models using nonparametric Bayesian priors over trees (2008) (24)
- Combining discriminative features to infer complex trajectories (2006) (17)
- The Intervalgram: An Audio Feature for Large-Scale Cover-Song Recognition (2012) (13)
- Distributed online anomaly detection in high-content screening (2008) (10)
- Inducing features from visual noise. (2007) (10)
- Learning Articulated Skeletons from Motion (2007) (4)
- Learning Probabilistic Models for Visual Motion (2008) (3)
- What’s in a Caption? Dataset-Specific Linguistic Diversity and Its Effect on Visual Description Models and Metrics (2022) (3)
- Distribution Aware Metrics for Conditional Natural Language Generation (2022) (3)
- REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory (2022) (2)
- Active Learning for Video Description With Cluster-Regularized Ensemble Ranking (2020) (2)
- Supplementary Material for Speech2Action: Cross-modal Supervision for Action Recognition (2020) (0)
- IC3: Image Captioning by Committee Consensus (2023) (0)
- Open-Vocabulary Temporal Action Detection with Off-the-Shelf Image-Text Features (2022) (0)
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