Alexander C. Berg

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 57

Top Venues

CoRR

ICCV

WACV

CVPR

Publications

Mykhailo Shvets, Dongxu Zhao, Marc Niethammer, Roni Sengupta, Alexander C. Berg
Joint Depth Prediction and Semantic Segmentation with Multi-View SAM. WACV (2024)
Ruozhen He, Paola Cascante-Bonilla, Ziyan Yang, Alexander C. Berg, Vicente Ordonez
Learning from Models and Data for Visual Grounding. CoRR (2024)
Mykhailo Shvets, Dongxu Zhao, Marc Niethammer, Roni Sengupta, Alexander C. Berg
Joint Depth Prediction and Semantic Segmentation with Multi-View SAM. CoRR (2023)
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
Segment Anything. CoRR (2023)
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
Segment Anything. ICCV (2023)
Ruozhen He, Paola Cascante-Bonilla, Ziyan Yang, Alexander C. Berg, Vicente Ordonez
Improved Visual Grounding through Self-Consistent Explanations. CoRR (2023)
Yutong Bai, Xinlei Chen, Alexander Kirillov, Alan L. Yuille, Alexander C. Berg
Point-Level Region Contrast for Object Detection Pre-Training. CVPR (2022)
Yutong Bai, Xinlei Chen, Alexander Kirillov, Alan L. Yuille, Alexander C. Berg
Point-Level Region Contrast for Object Detection Pre-Training. CoRR (2022)
Cody Coleman, Edward Chou, Julian Katz-Samuels, Sean Culatana, Peter Bailis, Alexander C. Berg, Robert D. Nowak, Roshan Sumbaly, Matei Zaharia, I. Zeki Yalniz
Similarity Search for Efficient Active Learning and Search of Rare Concepts. AAAI (2022)
Ronghang Hu, Nikhila Ravi, Alexander C. Berg, Deepak Pathak
Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image. ICCV (2021)
Aldo Pacchiano, Shaun Singh, Edward Chou, Alexander C. Berg, Jakob N. Foerster
Neural Pseudo-Label Optimism for the Bank Loan Problem. CoRR (2021)
Bowen Cheng, Ross B. Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation. CoRR (2021)
Bowen Cheng, Ross B. Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation. CVPR (2021)
Aldo Pacchiano, Shaun Singh, Edward Chou, Alexander C. Berg, Jakob N. Foerster
Neural Pseudo-Label Optimism for the Bank Loan Problem. NeurIPS (2021)
Cody Coleman, Edward Chou, Sean Culatana, Peter Bailis, Alexander C. Berg, Roshan Sumbaly, Matei Zaharia, I. Zeki Yalniz
Similarity Search for Efficient Active Learning and Search of Rare Concepts. CoRR (2020)
Phil Ammirato, Jonathan Tremblay, Ming-Yu Liu, Alexander C. Berg, Dieter Fox
SymGAN: Orientation Estimation without Annotation for Symmetric Objects. WACV (2020)
Cheng-Yang Fu, Mykhailo Shvets, Alexander C. Berg
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free. CoRR (2019)
Phil Ammirato, Alexander C. Berg
A Mask-RCNN Baseline for Probabilistic Object Detection. CoRR (2019)
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
Low-Power Computer Vision: Status, Challenges, Opportunities. CoRR (2019)
Cheng-Yang Fu, Tamara L. Berg, Alexander C. Berg
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things. ICCV (2019)
Cheng-Yang Fu, Tamara L. Berg, Alexander C. Berg
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things. CoRR (2019)
Tatiana Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg
Combining Multiple Cues for Visual Madlibs Question Answering. Int. J. Comput. Vis. 127 (1) (2019)
Mykhailo Shvets, Wei Liu, Alexander C. Berg
Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection. ICCV (2019)
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
Low-Power Computer Vision: Status, Challenges, and Opportunities. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (2) (2019)
Chen Feng, Tao Sheng, Zhiyu Liang, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Matthew Ardi, Alexander C. Berg, Yiran Chen, Bo Chen, Kent Gauen, Yung-Hsiang Lu
Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution. CoRR (2019)
Matthew Ardi, Alexander C. Berg, Bo Chen, Yen-Kuang Chen, Yiran Chen, Donghyun Kang, Junhyeok Lee, Seungjae Lee, Yang Lu, Yung-Hsiang Lu, Fei Sun
Special Session: 2018 Low-Power Image Recognition Challenge and Beyond. AICAS (2019)
Eunbyung Park, Alexander C. Berg
Meta-tracker: Fast and Robust Online Adaptation for Visual Object Trackers. ECCV (3) (2018)
Phil Ammirato, Cheng-Yang Fu, Mykhailo Shvets, Jana Kosecka, Alexander C. Berg
Target Driven Instance Detection. CoRR (2018)
Phil Ammirato, Alexander C. Berg, Jana Kosecka
Active Vision Dataset Benchmark. CVPR Workshops (2018)
Kent Gauen, Ryan Dailey, Yung-Hsiang Lu, Eunbyung Park, Wei Liu, Alexander C. Berg, Yiran Chen
Three years of low-power image recognition challenge: Introduction to special session. DATE (2018)
Yung-Hsiang Lu, Alexander C. Berg, Yiran Chen
Low-Power Image Recognition Challenge. AI Mag. 39 (2) (2018)
Eunbyung Park, Alexander C. Berg
Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers. CoRR (2018)
Sergei Alyamkin, Matthew Ardi, Achille Brighton, Alexander C. Berg, Yiran Chen, Hsin-Pai Cheng, Bo Chen, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Jongkook Go, Alexander Goncharenko, Xuyang Guo, Hong Hanh Nguyen, Andrew Howard, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Alexander Kondratyev, Seungjae Lee, Suwoong Lee, Junhyeok Lee, Zhiyu Liang, Xin Liu, Juzheng Liu, Zichao Li, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Eunbyung Park, Denis Repin, Tao Sheng, Liang Shen, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
2018 Low-Power Image Recognition Challenge. CoRR (2018)
Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, Alexander C. Berg
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis. CVPR (2017)
Georgios Georgakis, Arsalan Mousavian, Alexander C. Berg, Jana Kosecka
Synthesizing Training Data for Object Detection in Indoor Scenes. CoRR (2017)
Cheng-Yang Fu, Joon Lee, Mohit Bansal, Alexander C. Berg
Video Highlight Prediction Using Audience Chat Reactions. CoRR (2017)
Cheng-Yang Fu, Wei Liu, Ananth Ranga, Ambrish Tyagi, Alexander C. Berg
DSSD : Deconvolutional Single Shot Detector. CoRR (2017)
Kent Gauen, Rohit Rangan, Anup Mohan, Yung-Hsiang Lu, Wei Liu, Alexander C. Berg
Low-power image recognition challenge. ASP-DAC (2017)
Nathan Otterness, Ming Yang, Sarah Rust, Eunbyung Park, James H. Anderson, F. Donelson Smith, Alexander C. Berg, Shige Wang
An Evaluation of the NVIDIA TX1 for Supporting Real-Time Computer-Vision Workloads. RTAS (2017)
Cheng-Yang Fu, Joon Lee, Mohit Bansal, Alexander C. Berg
Video Highlight Prediction Using Audience Chat Reactions. EMNLP (2017)
Georgios Georgakis, Arsalan Mousavian, Alexander C. Berg, Jana Kosecka
Synthesizing Training Data for Object Detection in Indoor Scenes. Robotics: Science and Systems (2017)
Phil Ammirato, Patrick Poirson, Eunbyung Park, Jana Kosecka, Alexander C. Berg
A Dataset for Developing and Benchmarking Active Vision. CoRR (2017)
Phil Ammirato, Patrick Poirson, Eunbyung Park, Jana Kosecka, Alexander C. Berg
A dataset for developing and benchmarking active vision. ICRA (2017)
Sirion Vittayakorn, Alexander C. Berg, Tamara L. Berg
When Was That Made? WACV (2017)
Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, Alexander C. Berg
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis. CoRR (2017)
Sirion Vittayakorn, Alexander C. Berg, Tamara L. Berg
When was that made? CoRR (2016)
Tatiana Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg
Solving Visual Madlibs with Multiple Cues. CoRR (2016)
Patrick Poirson, Phil Ammirato, Cheng-Yang Fu, Wei Liu, Jana Kosecka, Alexander C. Berg
Fast Single Shot Detection and Pose Estimation. CoRR (2016)
Patrick Poirson, Phil Ammirato, Cheng-Yang Fu, Wei Liu, Jana Kosecka, Alexander C. Berg
Fast Single Shot Detection and Pose Estimation. 3DV (2016)
Tatiana Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg
Solving VIsual Madlibs with Multiple Cues. BMVC (2016)
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott E. Reed, Cheng-Yang Fu, Alexander C. Berg
SSD: Single Shot MultiBox Detector. ECCV (1) (2016)
Eunbyung Park, Xufeng Han, Tamara L. Berg, Alexander C. Berg
Combining multiple sources of knowledge in deep CNNs for action recognition. WACV (2016)
Licheng Yu, Patrick Poirson, Shan Yang, Alexander C. Berg, Tamara L. Berg
Modeling Context in Referring Expressions. CoRR (2016)
Vicente Ordonez, Wei Liu, Jia Deng, Yejin Choi, Alexander C. Berg, Tamara L. Berg
Learning to name objects. Commun. ACM 59 (3) (2016)
Licheng Yu, Patrick Poirson, Shan Yang, Alexander C. Berg, Tamara L. Berg
Modeling Context in Referring Expressions. ECCV (2) (2016)
Vicente Ordonez, Xufeng Han, Polina Kuznetsova, Girish Kulkarni, Margaret Mitchell, Kota Yamaguchi, Karl Stratos, Amit Goyal, Jesse Dodge, Alyssa C. Mensch, Hal Daumé III, Alexander C. Berg, Yejin Choi, Tamara L. Berg
Large Scale Retrieval and Generation of Image Descriptions. Int. J. Comput. Vis. 119 (1) (2016)
Tatiana Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg
Solving Visual Madlibs with Multiple Cues. CoRR (2016)
Eunbyung Park, Alexander C. Berg
Learning to decompose for object detection and instance segmentation. CoRR (2015)
Johannes L. Schönberger, Alexander C. Berg, Jan-Michael Frahm
PAIGE: PAirwise Image Geometry Encoding for improved efficiency in Structure-from-Motion. CVPR (2015)
Sirion Vittayakorn, Kota Yamaguchi, Alexander C. Berg, Tamara L. Berg
Runway to Realway: Visual Analysis of Fashion. WACV (2015)
Vicente Ordonez, Wei Liu, Jia Deng, Yejin Choi, Alexander C. Berg, Tamara L. Berg
Predicting Entry-Level Categories. Int. J. Comput. Vis. 115 (1) (2015)
Wei Liu, Andrew Rabinovich, Alexander C. Berg
ParseNet: Looking Wider to See Better. CoRR (2015)
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, Wei Liu, Huizi Mao, Junran Peng, Tianqi Tang, Elie K. Track, Jingqiu Wang, Tao Wang, Yu Wang, Jun Yao
Rebooting Computing and Low-Power Image Recognition Challenge. ICCAD (2015)
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott E. Reed, Cheng-Yang Fu, Alexander C. Berg
SSD: Single Shot MultiBox Detector. CoRR (2015)
Licheng Yu, Eunbyung Park, Alexander C. Berg, Tamara L. Berg
Visual Madlibs: Fill in the Blank Description Generation and Question Answering. ICCV (2015)
M. Hadi Kiapour, Xufeng Han, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg
Where to Buy It: Matching Street Clothing Photos in Online Shops. ICCV (2015)
Licheng Yu, Eunbyung Park, Alexander C. Berg, Tamara L. Berg
Visual Madlibs: Fill in the blank Image Generation and Question Answering. CoRR (2015)
Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznetsova, Wei Liu, Alexander C. Berg, Tamara L. Berg, Yejin Choi
Refer-to-as Relations as Semantic Knowledge. AAAI (2015)
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael S. Bernstein, Alexander C. Berg, Li Fei-Fei
ImageNet Large Scale Visual Recognition Challenge. Int. J. Comput. Vis. 115 (3) (2015)
Xufeng Han, Thomas Leung, Yangqing Jia, Rahul Sukthankar, Alexander C. Berg
MatchNet: Unifying feature and metric learning for patch-based matching. CVPR (2015)
Johannes L. Schönberger, Alexander C. Berg, Jan-Michael Frahm
Efficient Two-View Geometry Classification. GCPR (2015)
M. Hadi Kiapour, Kevin G. Yager, Alexander C. Berg, Tamara L. Berg
Materials discovery: Fine-grained classification of X-ray scattering images. WACV (2014)
Jia Deng, Olga Russakovsky, Jonathan Krause, Michael S. Bernstein, Alexander C. Berg, Li Fei-Fei
Scalable multi-label annotation. CHI (2014)
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael S. Bernstein, Alexander C. Berg, Li Fei-Fei
ImageNet Large Scale Visual Recognition Challenge. CoRR (2014)
M. Hadi Kiapour, Kota Yamaguchi, Alexander C. Berg, Tamara L. Berg
Hipster Wars: Discovering Elements of Fashion Styles. ECCV (1) (2014)
Subhransu Maji, Alexander C. Berg, Jitendra Malik
Efficient Classification for Additive Kernel SVMs. IEEE Trans. Pattern Anal. Mach. Intell. 35 (1) (2013)
Polina Kuznetsova, Vicente Ordonez, Alexander C. Berg, Tamara L. Berg, Yejin Choi
Generalizing Image Captions for Image-Text Parallel Corpus. ACL (2) (2013)
Xufeng Han, Alexander C. Berg, Hwamee Oh, Dimitris Samaras, Hoi-Chung Leung
Multi-voxel pattern analysis of selective representation of visual working memory in ventral temporal and occipital regions. NeuroImage 73 (2013)
Olga Russakovsky, Jia Deng, Zhiheng Huang, Alexander C. Berg, Li Fei-Fei
Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going? ICCV (2013)
Girish Kulkarni, Visruth Premraj, Vicente Ordonez, Sagnik Dhar, Siming Li, Yejin Choi, Alexander C. Berg, Tamara L. Berg
BabyTalk: Understanding and Generating Simple Image Descriptions. IEEE Trans. Pattern Anal. Mach. Intell. 35 (12) (2013)
Vicente Ordonez, Jia Deng, Yejin Choi, Alexander C. Berg, Tamara L. Berg
From Large Scale Image Categorization to Entry-Level Categories. ICCV (2013)
Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Stratos, Xufeng Han, Alyssa C. Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III
Midge: Generating Image Descriptions From Computer Vision Detections. EACL (2012)
Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daumé III, Alexander C. Berg, Tamara L. Berg
Detecting Visual Text. HLT-NAACL (2012)
Xufeng Han, Alexander C. Berg
DCMSVM: Distributed parallel training for single-machine multiclass classifiers. CVPR (2012)
Polina Kuznetsova, Vicente Ordonez, Alexander C. Berg, Tamara L. Berg, Yejin Choi
Collective Generation of Natural Image Descriptions. ACL (1) (2012)
Jia Deng, Jonathan Krause, Alexander C. Berg, Li Fei-Fei
Hedging your bets: Optimizing accuracy-specificity trade-offs in large scale visual recognition. CVPR (2012)
Alexander C. Berg, Tamara L. Berg, Hal Daumé III, Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Aneesh Sood, Karl Stratos, Kota Yamaguchi
Understanding and predicting importance in images. CVPR (2012)
Neeraj Kumar, Alexander C. Berg, Peter N. Belhumeur, Shree K. Nayar
Describable Visual Attributes for Face Verification and Image Search. IEEE Trans. Pattern Anal. Mach. Intell. 33 (10) (2011)
Kota Yamaguchi, Alexander C. Berg, Luis E. Ortiz, Tamara L. Berg
Who are you with and where are you going? CVPR (2011)
Girish Kulkarni, Visruth Premraj, Sagnik Dhar, Siming Li, Yejin Choi, Alexander C. Berg, Tamara L. Berg
Baby talk: Understanding and generating simple image descriptions. CVPR (2011)
Jia Deng, Sanjeev Satheesh, Alexander C. Berg, Li Fei-Fei
Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition. NIPS (2011)
Jia Deng, Alexander C. Berg, Li Fei-Fei
Hierarchical semantic indexing for large scale image retrieval. CVPR (2011)
Siming Li, Girish Kulkarni, Tamara L. Berg, Alexander C. Berg, Yejin Choi
Composing Simple Image Descriptions using Web-scale N-grams. CoNLL (2011)
Tamara L. Berg, Alexander C. Berg, Jonathan Shih
Automatic Attribute Discovery and Characterization from Noisy Web Data. ECCV (1) (2010)
Jia Deng, Alexander C. Berg, Kai Li, Li Fei-Fei
What Does Classifying More Than 10, 000 Image Categories Tell Us? ECCV (5) (2010)
Tamara L. Berg, Alexander C. Berg
Finding iconic images. CVPR Workshops (2009)
Subhransu Maji, Alexander C. Berg
Max-margin additive classifiers for detection. ICCV (2009)
Neeraj Kumar, Alexander C. Berg, Peter N. Belhumeur, Shree K. Nayar
Attribute and simile classifiers for face verification. ICCV (2009)
Subhransu Maji, Alexander C. Berg, Jitendra Malik
Classification using intersection kernel support vector machines is efficient. CVPR (2008)
Alexander C. Berg, Floraine Grabler, Jitendra Malik
Parsing Images of Architectural Scenes. ICCV (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexander C. Berg