Alexander C. Berg
18 papers · 2011–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (10)
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(39)
π§¬
Topic Evolution
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Keyword Champion
π
Trend Setter
π
Conference Pioneer
β
The Questioner
π
Century Club
(18)
ποΈ
Keyword Collector
(92)
Conferences
ICCV (8)
CVPR (6)
AAAI (1)
ECCV (1)
NIPS (1)
WACV (1)
Top co-authors
Research topics
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
Joint Depth Prediction and Semantic Segmentation With Multi-View SAM
WACV 2024
Improved Visual Grounding through Self-Consistent Explanations
CVPR 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
Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis From a Single Image
ICCV 2021
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation
CVPR 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
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
PAIGE: PAirwise Image Geometry Encoding for Improved Efficiency in Structure-From-Motion
CVPR 2015
MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching
CVPR 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
NIPS 2011