David A. Ross

David A. Ross's AcademicInfluence.com Rankings

David A. Ross

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

computer-science Degrees

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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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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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David A. Ross's Academic­Influence.com Rankings

David A. Ross's Degrees

Similar Degrees You Can Earn

Why Is David A. Ross Influential?

David A. Ross's Published Works

Published Works

David A. Ross's AcademicInfluence.com Rankings