Alexander Berg

Q: What Schools Are Affiliated With Alexander Berg

Alexander Berg is affiliated with the following schools: University of California, Berkeley, Stanford University, Johns Hopkins University, University of North Carolina at Chapel Hill, Columbia University

Alexander Berg's AcademicInfluence.com Rankings

Alexander Berg

Computer Science

#3783

World Rank

#3976

Historical Rank

#1368

USA Rank

Machine Learning

#1658

World Rank

#1680

Historical Rank

#117

USA Rank

Artificial Intelligence

#2794

World Rank

#2838

Historical Rank

#245

USA Rank

Database

#4620

World Rank

#4799

Historical Rank

#712

USA Rank

computer-science Degrees

Download Badge

Computer Science

Alexander Berg's Degrees

PhD Computer Science Stanford University
Masters Computer Science Stanford University

Similar Degrees You Can Earn

Why Is Alexander Berg Influential?

(Suggest an Edit or Addition)

According to Wikipedia, Alexander C. Berg is an American Assistant Professor of computer science at the University of North Carolina at Chapel Hill. He specializes in web mining as well as machine learning and computer vision.

(See a Problem?)

Alexander Berg'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

ImageNet Large Scale Visual Recognition Challenge (2014) (30481)
SSD: Single Shot MultiBox Detector (2015) (20126)
Attribute and simile classifiers for face verification (2009) (1573)
DSSD : Deconvolutional Single Shot Detector (2017) (1539)
Recognizing action at a distance (2003) (1490)
SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition (2006) (1330)
Classification using intersection kernel support vector machines is efficient (2008) (1115)
ParseNet: Looking Wider to See Better (2015) (1063)
Baby talk: Understanding and generating simple image descriptions (2011) (1026)
Shape matching and object recognition using low distortion correspondences (2005) (986)
MatchNet: Unifying feature and metric learning for patch-based matching (2015) (730)
What Does Classifying More Than 10, 000 Image Categories Tell Us? (2010) (547)
Modeling Context in Referring Expressions (2016) (533)
Describable Visual Attributes for Face Verification and Image Search (2011) (481)
Who are you with and where are you going? (2011) (468)
Names and faces in the news (2004) (463)
Automatic Attribute Discovery and Characterization from Noisy Web Data (2010) (457)
Midge: Generating Image Descriptions From Computer Vision Detections (2012) (426)
Where to Buy It: Matching Street Clothing Photos in Online Shops (2015) (412)
Composing Simple Image Descriptions using Web-scale N-grams (2011) (356)
Geometric blur for template matching (2001) (350)
Collective Generation of Natural Image Descriptions (2012) (348)
Recovering human body configurations using pairwise constraints between parts (2005) (255)
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis (2017) (253)
Efficient Classification for Additive Kernel SVMs (2013) (238)
Max-margin additive classifiers for detection (2009) (236)
Hierarchical semantic indexing for large scale image retrieval (2011) (228)
Hipster Wars: Discovering Elements of Fashion Styles (2014) (223)
Baby Talk : Understanding and Generating Image Descriptions (2011) (210)
Hedging your bets: Optimizing accuracy-specificity trade-offs in large scale visual recognition (2012) (195)
Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition (2011) (194)
Combining multiple sources of knowledge in deep CNNs for action recognition (2016) (179)
Synthesizing Training Data for Object Detection in Indoor Scenes (2017) (161)
Approximating Aggregate Queries about Web Pages via Random Walks (2000) (156)
Understanding and predicting importance in images (2012) (154)
Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers (2018) (149)
Shape Matching and Object Recognition (2006) (139)
A dataset for developing and benchmarking active vision (2017) (139)
Scalable multi-label annotation (2014) (136)
Visual Madlibs: Fill in the Blank Description Generation and Question Answering (2015) (131)
From Large Scale Image Categorization to Entry-Level Categories (2013) (113)
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free (2019) (113)
Runway to Realway: Visual Analysis of Fashion (2015) (107)
Fast Single Shot Detection and Pose Estimation (2016) (101)
Visual Madlibs: Fill in the blank Image Generation and Question Answering (2015) (87)
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation (2021) (85)
Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going? (2013) (85)
Generalizing Image Captions for Image-Text Parallel Corpus (2013) (81)
Finding iconic images (2009) (77)
Large Scale Retrieval and Generation of Image Descriptions (2015) (67)
Parsing Images of Architectural Scenes (2007) (61)
Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection (2019) (60)
Who's In the Picture (2004) (51)
Detecting Visual Text (2012) (48)
Low-power image recognition challenge (2018) (40)
Multi-voxel pattern analysis of selective representation of visual working memory in ventral temporal and occipital regions (2013) (38)
Whos In the Picture (2004) (36)
Modeling guidance and recognition in categorical search: bridging human and computer object detection. (2012) (34)
PAIGE: PAirwise Image Geometry Encoding for improved efficiency in Structure-from-Motion (2015) (32)
Low-Power Computer Vision: Status, Challenges, and Opportunities (2019) (31)
Video Highlight Prediction Using Audience Chat Reactions (2017) (26)
2009 IEEE 12th International Conference on Computer Vision (ICCV) (2009) (26)
Predicting Entry-Level Categories (2015) (25)
Learning to decompose for object detection and instance segmentation (2015) (23)
Faces and names in the news (2004) (22)
Segment Anything (2023) (20)
Target Driven Instance Detection (2018) (19)
Solving VIsual Madlibs with Multiple Cues (2016) (18)
Point-Level Region Contrast for Object Detection Pre-Training (2022) (17)
Names and faces. (1985) (17)
Rebooting Computing and Low-Power Image Recognition Challenge (2015) (17)
When Was That Made? (2016) (14)
A Mask-RCNN Baseline for Probabilistic Object Detection (2019) (14)
Materials discovery: Fine-grained classification of X-ray scattering images (2014) (14)
2018 Low-Power Image Recognition Challenge (2018) (13)
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things (2019) (12)
Combining Multiple Cues for Visual Madlibs Question Answering (2016) (12)
names and faces. (1982) (12)
Detecting Categories in News Video Using Acoustic, Speech, and Image Features (2006) (10)
Learning to name objects (2016) (9)
Video Based Motion Synthesis by Splicing and Morphing (2004) (9)
Three years of low-power image recognition challenge: Introduction to special session (2018) (9)
Similarity Search for Efficient Active Learning and Search of Rare Concepts (2020) (9)
Refer-to-as Relations as Semantic Knowledge (2015) (8)
Incorporating camera models, ocular models, and actual patient eye data for photo-realistic and vision-realistic rendering (2000) (7)
Efficient Two-View Geometry Classification (2015) (7)
DCMSVM: Distributed parallel training for single-machine multiclass classifiers (2012) (6)
Active Vision Dataset Benchmark (2018) (6)
Low-Power Computer Vision: Status, Challenges, Opportunities (2019) (6)
names and faces. (1982) (5)
SymGAN: Orientation Estimation without Annotation for Symmetric Objects (2020) (4)
Neural Pseudo-Label Optimism for the Bank Loan Problem (2021) (2)
Special Session: 2018 Low-Power Image Recognition Challenge and Beyond (2019) (0)
Statement Computer Vision — Visual Recognition (2009) (0)
Detecting categories in news video using image features (2006) (0)
names and faces. (1982) (0)
Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution (2019) (0)
Combining Multiple Cues for Visual Madlibs Question Answering (2018) (0)
Toward a General Framework for Words and Pictures (2012) (0)
Salient Object Subitizing: Supplementary Material 1. Visualizing the CNN Subitizing Classifiers (2015) (0)
Piecewise Linear Activation Functions For More Efficient Deep Networks (2015) (0)
Transformation-Grounded Image Generation Network for Novel 3 D View Synthesis – Supplementary Material (2017) (0)

This paper list is powered by the following services:

Other Resources About Alexander Berg

What Schools Are Affiliated With Alexander Berg?

Alexander Berg is affiliated with the following schools:

Alexander Berg's Academic­Influence.com Rankings

Alexander Berg's Degrees

Similar Degrees You Can Earn

Why Is Alexander Berg Influential?

Alexander Berg's Published Works

Published Works

Other Resources About Alexander Berg

What Schools Are Affiliated With Alexander Berg?

Alexander Berg's AcademicInfluence.com Rankings