Approximating Aggregate Queries about Web Pages via Random Walks. - Ziv Bar-Yossef; Alexander C. Berg; Steve Chien; Jittat Fakcharoenphol; Dror Weitz (VLDB, 2000)

Geometric Blur for Template Matching. - Alexander C. Berg; Jitendra Malik (CVPR (1), 2001)

Recognizing Action at a Distance. - Alexei A. Efros; Alexander C. Berg; Greg Mori; Jitendra Malik (ICCV, 2003)

Names and Faces in the News. - Tamara L. Berg; Alexander C. Berg; Jaety Edwards; Michael Maire; Ryan White; Yee Whye Teh; Erik G. Learned-Miller; David A. Forsyth (CVPR (2), 2004)

Whos In the Picture. - Tamara L. Berg; Alexander C. Berg; Jaety Edwards; David A. Forsyth (NIPS, 2004)

Shape Matching and Object Recognition Using Low Distortion Correspondences. - Alexander C. Berg; Tamara L. Berg; Jitendra Malik (CVPR (1), 2005)

Recovering Human Body Configurations Using Pairwise Constraints between Parts. - Xiaofeng Ren; Alexander C. Berg; Jitendra Malik (ICCV, 2005)

Shape Matching and Object Recognition. - Alexander C. Berg; Jitendra Malik (Toward Category-Level Object Recognition, 2006)

SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition. - Hao Zhang 003; Alexander C. Berg; Michael Maire; Jitendra Malik (CVPR (2), 2006)

Detecting Categories in News Video Using Acoustic, Speech, and Image Features. - Slav Petrov; Arlo Faria; Pascal Michaillat; Alexander C. Berg; Andreas Stolcke; Dan Klein 001; Jitendra Malik (TRECVID, 2006)

Parsing Images of Architectural Scenes. - Alexander C. Berg; Floraine Grabler; Jitendra Malik (ICCV, 2007)

Classification using intersection kernel support vector machines is efficient. - Subhransu Maji; Alexander C. Berg; Jitendra Malik (CVPR, 2008)

Finding iconic images. - Tamara L. Berg; Alexander C. Berg (CVPR Workshops, 2009)

Attribute and simile classifiers for face verification. - Neeraj Kumar 006; Alexander C. Berg; Peter N. Belhumeur; Shree K. Nayar (ICCV, 2009)

Max-margin additive classifiers for detection. - Subhransu Maji; Alexander C. Berg (ICCV, 2009)

Automatic Attribute Discovery and Characterization from Noisy Web Data. - Tamara L. Berg; Alexander C. Berg; Jonathan Shih (ECCV (1), 2010)

What Does Classifying More Than 10, 000 Image Categories Tell Us? - Jia Deng 001; Alexander C. Berg; Kai Li 001; Li Fei-Fei 001 (ECCV (5), 2010)

Composing Simple Image Descriptions using Web-scale N-grams. - Siming Li; Girish Kulkarni; Tamara L. Berg; Alexander C. Berg; Yejin Choi 001 (CoNLL, 2011)

Hierarchical semantic indexing for large scale image retrieval. - Jia Deng 001; Alexander C. Berg; Li Fei-Fei 001 (CVPR, 2011)

Baby talk: Understanding and generating simple image descriptions. - Girish Kulkarni; Visruth Premraj; Sagnik Dhar; Siming Li; Yejin Choi 001; Alexander C. Berg; Tamara L. Berg (CVPR, 2011)

Who are you with and where are you going? - Kota Yamaguchi; Alexander C. Berg; Luis E. Ortiz; Tamara L. Berg (CVPR, 2011)

Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition. - Jia Deng 001; Sanjeev Satheesh; Alexander C. Berg; Li Fei-Fei 001 (NIPS, 2011)

Describable Visual Attributes for Face Verification and Image Search. - Neeraj Kumar 006; Alexander C. Berg; Peter N. Belhumeur; Shree K. Nayar (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Collective Generation of Natural Image Descriptions. - Polina Kuznetsova; Vicente Ordonez; Alexander C. Berg; Tamara L. Berg; Yejin Choi 001 (ACL (1), 2012)

Understanding and predicting importance in images. - Alexander C. Berg; Tamara L. Berg; Hal Daumé III; Jesse Dodge; Amit Goyal 001; Xufeng Han; Alyssa C. Mensch; Margaret Mitchell; Aneesh Sood; Karl Stratos; Kota Yamaguchi (CVPR, 2012)

Hedging your bets: Optimizing accuracy-specificity trade-offs in large scale visual recognition. - Jia Deng 001; Jonathan Krause; Alexander C. Berg; Li Fei-Fei 001 (CVPR, 2012)

DCMSVM: Distributed parallel training for single-machine multiclass classifiers. - Xufeng Han; Alexander C. Berg (CVPR, 2012)

Midge: Generating Image Descriptions From Computer Vision Detections. - Margaret Mitchell; Jesse Dodge; Amit Goyal 001; Kota Yamaguchi; Karl Stratos; Xufeng Han; Alyssa C. Mensch; Alexander C. Berg; Tamara L. Berg; Hal Daumé III (EACL, 2012)

Detecting Visual Text. - Jesse Dodge; Amit Goyal 001; Xufeng Han; Alyssa C. Mensch; Margaret Mitchell; Karl Stratos; Kota Yamaguchi; Yejin Choi 001; Hal Daumé III; Alexander C. Berg; Tamara L. Berg (HLT-NAACL, 2012)

Generalizing Image Captions for Image-Text Parallel Corpus. - Polina Kuznetsova; Vicente Ordonez; Alexander C. Berg; Tamara L. Berg; Yejin Choi 001 (ACL (2), 2013)

From Large Scale Image Categorization to Entry-Level Categories. - Vicente Ordonez; Jia Deng 001; Yejin Choi 001; Alexander C. Berg; Tamara L. Berg (ICCV, 2013)

Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going? - Olga Russakovsky; Jia Deng 001; Zhiheng Huang; Alexander C. Berg; Li Fei-Fei 001 (ICCV, 2013)

Multi-voxel pattern analysis of selective representation of visual working memory in ventral temporal and occipital regions. - Xufeng Han; Alexander C. Berg; Hwamee Oh; Dimitris Samaras; Hoi-Chung Leung (NeuroImage, 2013)

BabyTalk: Understanding and Generating Simple Image Descriptions. - Girish Kulkarni; Visruth Premraj; Vicente Ordonez; Sagnik Dhar; Siming Li; Yejin Choi 001; Alexander C. Berg; Tamara L. Berg (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Efficient Classification for Additive Kernel SVMs. - Subhransu Maji; Alexander C. Berg; Jitendra Malik (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Scalable multi-label annotation. - Jia Deng 001; Olga Russakovsky; Jonathan Krause; Michael S. Bernstein; Alexander C. Berg; Li Fei-Fei 001 (CHI, 2014)

Hipster Wars: Discovering Elements of Fashion Styles. - M. Hadi Kiapour; Kota Yamaguchi; Alexander C. Berg; Tamara L. Berg (ECCV (1), 2014)

Materials discovery: Fine-grained classification of X-ray scattering images. - M. Hadi Kiapour; Kevin G. Yager; Alexander C. Berg; Tamara L. Berg (WACV, 2014)

Refer-to-as Relations as Semantic Knowledge. - Song Feng 002; Sujith Ravi; Ravi Kumar 001; Polina Kuznetsova; Wei Liu 015; Alexander C. Berg; Tamara L. Berg; Yejin Choi 001 (AAAI, 2015)

MatchNet: Unifying feature and metric learning for patch-based matching. - Xufeng Han; Thomas Leung; Yangqing Jia; Rahul Sukthankar; Alexander C. Berg (CVPR, 2015)

PAIGE: PAirwise Image Geometry Encoding for improved efficiency in Structure-from-Motion. - Johannes L. Schönberger; Alexander C. Berg; Jan-Michael Frahm (CVPR, 2015)

Efficient Two-View Geometry Classification. - Johannes L. Schönberger; Alexander C. Berg; Jan-Michael Frahm (GCPR, 2015)

Rebooting Computing and Low-Power Image Recognition Challenge. - Yung-Hsiang Lu; Alan M. Kadin; Alexander C. Berg; Thomas M. Conte; Erik P. DeBenedictis; Rachit Garg; Ganesh Gingade; Bichlien Hoang; Yongzhen Huang; Boxun Li; Jingyu Liu 004; Wei Liu 015; et al. (ICCAD, 2015)

Where to Buy It: Matching Street Clothing Photos in Online Shops. - M. Hadi Kiapour; Xufeng Han; Svetlana Lazebnik; Alexander C. Berg; Tamara L. Berg (ICCV, 2015)

Visual Madlibs: Fill in the Blank Description Generation and Question Answering. - Licheng Yu; Eunbyung Park; Alexander C. Berg; Tamara L. Berg (ICCV, 2015)

Runway to Realway: Visual Analysis of Fashion. - Sirion Vittayakorn; Kota Yamaguchi; Alexander C. Berg; Tamara L. Berg (WACV, 2015)

ParseNet: Looking Wider to See Better. - Wei Liu 015; Andrew Rabinovich; Alexander C. Berg (CoRR, 2015)

Learning to decompose for object detection and instance segmentation. - Eunbyung Park; Alexander C. Berg (CoRR, 2015)

Visual Madlibs: Fill in the blank Image Generation and Question Answering. - Licheng Yu; Eunbyung Park; Alexander C. Berg; Tamara L. Berg (CoRR, 2015)

Predicting Entry-Level Categories. - Vicente Ordonez; Wei Liu 015; Jia Deng 001; Yejin Choi 001; Alexander C. Berg; Tamara L. Berg (Int. J. Comput. Vis., 2015)

ImageNet Large Scale Visual Recognition Challenge. - Olga Russakovsky; Jia Deng 001; Hao Su 001; Jonathan Krause; Sanjeev Satheesh; Sean Ma; Zhiheng Huang; Andrej Karpathy; Aditya Khosla; Michael S. Bernstein; Alexander C. Berg; Li Fei-Fei 001 (Int. J. Comput. Vis., 2015)

Fast Single Shot Detection and Pose Estimation. - Patrick Poirson; Phil Ammirato; Cheng-Yang Fu; Wei Liu 015; Jana Kosecka; Alexander C. Berg (3DV, 2016)

Solving VIsual Madlibs with Multiple Cues. - Tatiana Tommasi; Arun Mallya; Bryan A. Plummer; Svetlana Lazebnik; Alexander C. Berg; Tamara L. Berg (BMVC, 2016)

SSD: Single Shot MultiBox Detector. - Wei Liu 015; Dragomir Anguelov; Dumitru Erhan; Christian Szegedy; Scott E. Reed; Cheng-Yang Fu; Alexander C. Berg (ECCV (1), 2016)

Modeling Context in Referring Expressions. - Licheng Yu; Patrick Poirson; Shan Yang; Alexander C. Berg; Tamara L. Berg (ECCV (2), 2016)

Combining multiple sources of knowledge in deep CNNs for action recognition. - Eunbyung Park; Xufeng Han; Tamara L. Berg; Alexander C. Berg (WACV, 2016)

Learning to name objects. - Vicente Ordonez; Wei Liu 015; Jia Deng 001; Yejin Choi 001; Alexander C. Berg; Tamara L. Berg (Commun. ACM, 2016)

Large Scale Retrieval and Generation of Image Descriptions. - Vicente Ordonez; Xufeng Han; Polina Kuznetsova; Girish Kulkarni; Margaret Mitchell; Kota Yamaguchi; Karl Stratos; Amit Goyal 001; Jesse Dodge; Alyssa C. Mensch; Hal Daumé III; Alexander C. Berg; et al. (Int. J. Comput. Vis., 2016)

Low-power image recognition challenge. - Kent Gauen; Rohit Rangan; Anup Mohan; Yung-Hsiang Lu; Wei Liu 015; Alexander C. Berg (ASP-DAC, 2017)

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis. - Eunbyung Park; Jimei Yang; Ersin Yumer; Duygu Ceylan; Alexander C. Berg (CVPR, 2017)

Video Highlight Prediction Using Audience Chat Reactions. - Cheng-Yang Fu; Joon Lee; Mohit Bansal; Alexander C. Berg (EMNLP, 2017)

A dataset for developing and benchmarking active vision. - Phil Ammirato; Patrick Poirson; Eunbyung Park; Jana Kosecka; Alexander C. Berg (ICRA, 2017)

Synthesizing Training Data for Object Detection in Indoor Scenes. - Georgios Georgakis; Arsalan Mousavian; Alexander C. Berg; Jana Kosecka (Robotics: Science and Systems, 2017)

An Evaluation of the NVIDIA TX1 for Supporting Real-Time Computer-Vision Workloads. - Nathan Otterness; Ming Yang 036; Sarah Rust; Eunbyung Park; James H. Anderson; F. Donelson Smith; Alexander C. Berg; Shige Wang (RTAS, 2017)

When Was That Made? - Sirion Vittayakorn; Alexander C. Berg; Tamara L. Berg (WACV, 2017)

DSSD : Deconvolutional Single Shot Detector. - Cheng-Yang Fu; Wei Liu 015; Ananth Ranga; Ambrish Tyagi; Alexander C. Berg (CoRR, 2017)

Active Vision Dataset Benchmark. - Phil Ammirato; Alexander C. Berg; Jana Kosecka (CVPR Workshops, 2018)

Three years of low-power image recognition challenge: Introduction to special session. - Kent Gauen; Ryan Dailey; Yung-Hsiang Lu; Eunbyung Park; Wei Liu 015; Alexander C. Berg; Yiran Chen 001 (DATE, 2018)

Meta-tracker: Fast and Robust Online Adaptation for Visual Object Trackers. - Eunbyung Park; Alexander C. Berg (ECCV (3), 2018)

Low-Power Image Recognition Challenge. - Yung-Hsiang Lu; Alexander C. Berg; Yiran Chen 001 (AI Mag., 2018)

Target Driven Instance Detection. - Phil Ammirato; Cheng-Yang Fu; Mykhailo Shvets; Jana Kosecka; Alexander C. Berg (CoRR, 2018)

2018 Low-Power Image Recognition Challenge. - Sergei Alyamkin; Matthew Ardi; Achille Brighton; Alexander C. Berg; Yiran Chen 001; Hsin-Pai Cheng; Bo Chen 019; Zichen Fan; Chen Feng; Bo Fu; Kent Gauen; Jongkook Go; et al. (CoRR, 2018)

Special Session: 2018 Low-Power Image Recognition Challenge and Beyond. - Matthew Ardi; Alexander C. Berg; Bo Chen 019; Yen-Kuang Chen; Yiran Chen 001; Donghyun Kang; Junhyeok Lee 002; Seungjae Lee 001; Yang Lu 013; Yung-Hsiang Lu; Fei Sun (AICAS, 2019)

IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things. - Cheng-Yang Fu; Tamara L. Berg; Alexander C. Berg (ICCV, 2019)

Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection. - Mykhailo Shvets; Wei Liu 015; Alexander C. Berg (ICCV, 2019)

RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free. - Cheng-Yang Fu; Mykhailo Shvets; Alexander C. Berg (CoRR, 2019)

Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution. - Chen Feng; Tao Sheng; Zhiyu Liang; Shaojie Zhuo; Xiaopeng Zhang 003; Liang Shen 007; Matthew Ardi; Alexander C. Berg; Yiran Chen 001; Bo Chen 019; Kent Gauen; Yung-Hsiang Lu (CoRR, 2019)

Low-Power Computer Vision: Status, Challenges, Opportunities. - Sergei Alyamkin; Matthew Ardi; Alexander C. Berg; Achille Brighton; Bo Chen 019; Yiran Chen 001; Hsin-Pai Cheng; Zichen Fan; Chen Feng; Bo Fu; Kent Gauen; Abhinav Goel; et al. (CoRR, 2019)

A Mask-RCNN Baseline for Probabilistic Object Detection. - Phil Ammirato; Alexander C. Berg (CoRR, 2019)

Low-Power Computer Vision: Status, Challenges, and Opportunities. - Sergei Alyamkin; Matthew Ardi; Alexander C. Berg; Achille Brighton; Bo Chen 019; Yiran Chen 001; Hsin-Pai Cheng; Zichen Fan; Chen Feng; Bo Fu; Kent Gauen; Abhinav Goel; et al. (IEEE J. Emerg. Sel. Topics Circuits Syst., 2019)

Combining Multiple Cues for Visual Madlibs Question Answering. - Tatiana Tommasi; Arun Mallya; Bryan A. Plummer; Svetlana Lazebnik; Alexander C. Berg; Tamara L. Berg (Int. J. Comput. Vis., 2019)

SymGAN: Orientation Estimation without Annotation for Symmetric Objects. - Phil Ammirato; Jonathan Tremblay; Ming-Yu Liu 001; Alexander C. Berg; Dieter Fox (WACV, 2020)

Similarity Search for Efficient Active Learning and Search of Rare Concepts. - Cody Coleman; Edward Chou; Sean Culatana; Peter Bailis; Alexander C. Berg; Roshan Sumbaly; Matei Zaharia; I. Zeki Yalniz (CoRR, 2020)

Boundary IoU: Improving Object-Centric Image Segmentation Evaluation. - Bowen Cheng; Ross B. Girshick; Piotr Dollár; Alexander C. Berg; Alexander Kirillov (CVPR, 2021)

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image. - Ronghang Hu; Nikhila Ravi; Alexander C. Berg; Deepak Pathak (ICCV, 2021)

Neural Pseudo-Label Optimism for the Bank Loan Problem. - Aldo Pacchiano; Shaun Singh; Edward Chou; Alexander C. Berg; Jakob N. Foerster (NeurIPS, 2021)

Similarity Search for Efficient Active Learning and Search of Rare Concepts. - Cody Coleman; Edward Chou; Julian Katz-Samuels; Sean Culatana; Peter Bailis; Alexander C. Berg; Robert D. Nowak; Roshan Sumbaly; Matei Zaharia; I. Zeki Yalniz (AAAI, 2022)

Point-Level Region Contrast for Object Detection Pre-Training. - Yutong Bai; Xinlei Chen; Alexander Kirillov; Alan L. Yuille; Alexander C. Berg (CVPR, 2022)

Segment Anything. - Alexander Kirillov; Eric Mintun; Nikhila Ravi; Hanzi Mao; Chloé Rolland; Laura Gustafson; Tete Xiao; Spencer Whitehead; Alexander C. Berg; Wan-Yen Lo; Piotr Dollár; Ross B. Girshick (ICCV, 2023)

Improved Visual Grounding through Self-Consistent Explanations. - Ruozhen He; Paola Cascante-Bonilla; Ziyan Yang; Alexander C. Berg; Vicente Ordonez (CVPR, 2024)

Joint Depth Prediction and Semantic Segmentation with Multi-View SAM. - Mykhailo Shvets; Dongxu Zhao 001; Marc Niethammer; Roni Sengupta; Alexander C. Berg (WACV, 2024)

Learning from Models and Data for Visual Grounding. - Ruozhen He; Paola Cascante-Bonilla; Ziyan Yang; Alexander C. Berg; Vicente Ordonez (CoRR, 2024)

GViT: Representing Images as Gaussians for Visual Recognition. - Jefferson Hernandez; Ruozhen He; Guha Balakrishnan; Alexander C. Berg; Vicente Ordonez (CoRR, 2025)