Alexander C. Berg

According to our database1, Alexander C. Berg authored at least 92 papers between 2000 and 2024.

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Bibliography

2024
Learning from Models and Data for Visual Grounding.
CoRR, 2024

Joint Depth Prediction and Semantic Segmentation with Multi-View SAM.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Improved Visual Grounding through Self-Consistent Explanations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Segment Anything.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Point-Level Region Contrast for Object Detection Pre-Training.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Similarity Search for Efficient Active Learning and Search of Rare Concepts.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Neural Pseudo-Label Optimism for the Bank Loan Problem.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Boundary IoU: Improving Object-Centric Image Segmentation Evaluation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Similarity Search for Efficient Active Learning and Search of Rare Concepts.
CoRR, 2020

SymGAN: Orientation Estimation without Annotation for Symmetric Objects.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2019
Combining Multiple Cues for Visual Madlibs Question Answering.
Int. J. Comput. Vis., 2019

Low-Power Computer Vision: Status, Challenges, and Opportunities.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

A Mask-RCNN Baseline for Probabilistic Object Detection.
CoRR, 2019

Low-Power Computer Vision: Status, Challenges, Opportunities.
CoRR, 2019

Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution.
CoRR, 2019

RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free.
CoRR, 2019

Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Special Session: 2018 Low-Power Image Recognition Challenge and Beyond.
Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018
2018 Low-Power Image Recognition Challenge.
CoRR, 2018

Target Driven Instance Detection.
CoRR, 2018

Low-Power Image Recognition Challenge.
AI Mag., 2018

Meta-tracker: Fast and Robust Online Adaptation for Visual Object Trackers.
Proceedings of the Computer Vision - ECCV 2018, 2018

Three years of low-power image recognition challenge: Introduction to special session.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Active Vision Dataset Benchmark.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
DSSD : Deconvolutional Single Shot Detector.
CoRR, 2017

When Was That Made?
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

An Evaluation of the NVIDIA TX1 for Supporting Real-Time Computer-Vision Workloads.
Proceedings of the 2017 IEEE Real-Time and Embedded Technology and Applications Symposium, 2017

Synthesizing Training Data for Object Detection in Indoor Scenes.
Proceedings of the Robotics: Science and Systems XIII, 2017

A dataset for developing and benchmarking active vision.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Video Highlight Prediction Using Audience Chat Reactions.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Low-power image recognition challenge.
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016
Large Scale Retrieval and Generation of Image Descriptions.
Int. J. Comput. Vis., 2016

Learning to name objects.
Commun. ACM, 2016

Combining multiple sources of knowledge in deep CNNs for action recognition.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Modeling Context in Referring Expressions.
Proceedings of the Computer Vision - ECCV 2016, 2016

SSD: Single Shot MultiBox Detector.
Proceedings of the Computer Vision - ECCV 2016, 2016

Solving VIsual Madlibs with Multiple Cues.
Proceedings of the British Machine Vision Conference 2016, 2016

Fast Single Shot Detection and Pose Estimation.
Proceedings of the Fourth International Conference on 3D Vision, 2016

2015
ImageNet Large Scale Visual Recognition Challenge.
Int. J. Comput. Vis., 2015

Predicting Entry-Level Categories.
Int. J. Comput. Vis., 2015

Visual Madlibs: Fill in the blank Image Generation and Question Answering.
CoRR, 2015

Learning to decompose for object detection and instance segmentation.
CoRR, 2015

ParseNet: Looking Wider to See Better.
CoRR, 2015

Runway to Realway: Visual Analysis of Fashion.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Visual Madlibs: Fill in the Blank Description Generation and Question Answering.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Where to Buy It: Matching Street Clothing Photos in Online Shops.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Rebooting Computing and Low-Power Image Recognition Challenge.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

Efficient Two-View Geometry Classification.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

PAIGE: PAirwise Image Geometry Encoding for improved efficiency in Structure-from-Motion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

MatchNet: Unifying feature and metric learning for patch-based matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Refer-to-as Relations as Semantic Knowledge.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Materials discovery: Fine-grained classification of X-ray scattering images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Hipster Wars: Discovering Elements of Fashion Styles.
Proceedings of the Computer Vision - ECCV 2014, 2014

Scalable multi-label annotation.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013
Efficient Classification for Additive Kernel SVMs.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

BabyTalk: Understanding and Generating Simple Image Descriptions.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Multi-voxel pattern analysis of selective representation of visual working memory in ventral temporal and occipital regions.
NeuroImage, 2013

Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going?
Proceedings of the IEEE International Conference on Computer Vision, 2013

From Large Scale Image Categorization to Entry-Level Categories.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Generalizing Image Captions for Image-Text Parallel Corpus.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Detecting Visual Text.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Midge: Generating Image Descriptions From Computer Vision Detections.
Proceedings of the EACL 2012, 2012

DCMSVM: Distributed parallel training for single-machine multiclass classifiers.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Hedging your bets: Optimizing accuracy-specificity trade-offs in large scale visual recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Understanding and predicting importance in images.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Collective Generation of Natural Image Descriptions.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Describable Visual Attributes for Face Verification and Image Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Who are you with and where are you going?
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Baby talk: Understanding and generating simple image descriptions.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Hierarchical semantic indexing for large scale image retrieval.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Composing Simple Image Descriptions using Web-scale N-grams.
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011

2010
What Does Classifying More Than 10, 000 Image Categories Tell Us?
Proceedings of the Computer Vision - ECCV 2010, 2010

Automatic Attribute Discovery and Characterization from Noisy Web Data.
Proceedings of the Computer Vision, 2010

2009
Max-margin additive classifiers for detection.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Attribute and simile classifiers for face verification.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Finding iconic images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008
Classification using intersection kernel support vector machines is efficient.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Parsing Images of Architectural Scenes.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Detecting Categories in News Video Using Acoustic, Speech, and Image Features.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Shape Matching and Object Recognition.
Proceedings of the Toward Category-Level Object Recognition, 2006

2005
Recovering Human Body Configurations Using Pairwise Constraints between Parts.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Shape Matching and Object Recognition Using Low Distortion Correspondences.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Whos In the Picture.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Names and Faces in the News.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Recognizing Action at a Distance.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2001
Geometric Blur for Template Matching.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Approximating Aggregate Queries about Web Pages via Random Walks.
Proceedings of the VLDB 2000, 2000


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