Alexander C. Berg
19 papers · 2011–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
ποΈ
Keyword Collector
(97)
π
Trend Setter
π
Renaissance Researcher
(5)
β
The Questioner
π
Conference Pioneer
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(15)
Analysis
(12)
Machine Learning
(8)
Deep Learning
(6)
Core Methods
(6)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Generation
(3)
Processing
(3)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Keywords
semantic segmentation
(3)
instance segmentation
(2)
foundation model
(2)
object detection
(2)
3d reconstruction
(2)
image segmentation
(2)
convolutional neural network
(2)
panoptic segmentation
(2)
self-supervised learning
(2)
hierarchical classification
(1)
object recognition
(1)
similarity search
(1)
feature extraction
(1)
similarity learning
(1)
image generation
(1)
zero-shot learning
(1)
knowledge distillation
(1)
multi-task learning
(1)
question answering
(1)
text mining
(1)
Papers
Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens
CVPR 2026
Improved Visual Grounding through Self-Consistent Explanations
CVPR 2024
Joint Depth Prediction and Semantic Segmentation With Multi-View SAM
WACV 2024
Segment Anything
ICCV 2023
Point-Level Region Contrast for Object Detection Pre-Training
CVPR 2022
Similarity Search for Efficient Active Learning and Search of Rare Concepts
AAAI 2022
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation
CVPR 2021
Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis From a Single Image
ICCV 2021
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things
ICCV 2019
Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection
ICCV 2019
Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers
ECCV 2018
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis
CVPR 2017
MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching
CVPR 2015
PAIGE: PAirwise Image Geometry Encoding for Improved Efficiency in Structure-From-Motion
CVPR 2015
Visual Madlibs: Fill in the Blank Description Generation and Question Answering
ICCV 2015
Where to Buy It: Matching Street Clothing Photos in Online Shops
ICCV 2015
Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going?
ICCV 2013
From Large Scale Image Categorization to Entry-Level Categories
ICCV 2013
Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition
NeurIPS 2011