Soravit Changpinyo
23 papers · 2013–2024 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (46) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π¬
Deep Specialist
(11)
π₯
Mega-Team Β· Squad
π€
Dynamic Duo
(13)
π§¬
Topic Evolution
π§
Keyword Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(108)
β
The Questioner
(2)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Machine Learning
(15)
Artificial Intelligence
(14)
Computer Vision
(13)
Core AI
(12)
Natural Language Processing
(8)
Learning Types Β· Machine Learning
(8)
Core Methods
(7)
Generation
(7)
Deep Learning
(5)
Analysis
(5)
Learning Types Β· Deep Learning
(5)
Application Areas
(4)
Applications Β· Natural Language Processing
(4)
Resources & Methods
(3)
Applications Β· Computer Vision
(2)
Keywords
visual question answering
(12)
image captioning
(8)
multimodal learning
(6)
object detection
(4)
vision-language model
(2)
zero-shot learning
(2)
long-tailed distribution
(2)
vision language
(2)
domain generalization
(1)
similarity learning
(1)
few-shot learning
(1)
model calibration
(1)
metric learning
(1)
image retrieval
(1)
domain adaptation
(1)
multi-task learning
(1)
transfer learning
(1)
in-context learning
(1)
expectation maximization
(1)
text-to-image synthesis
(1)
Papers
On Scaling Up a Multilingual Vision and Language Model
CVPR 2024
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?
EMNLP 2023
Connecting Vision and Language With Video Localized Narratives
CVPR 2023
MaXM: Towards Multilingual Visual Question Answering
EMNLP 2023
MetaCLUE: Towards Comprehensive Visual Metaphors Research
CVPR 2023
PaLI: A Jointly-Scaled Multilingual Language-Image Model
ICLR 2023
PreSTU: Pre-Training for Scene-Text Understanding
ICCV 2023
What You See is What You Read? Improving Text-Image Alignment Evaluation
NeurIPS 2023
All You May Need for VQA are Image Captions
NAACL 2022
Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models
COLING 2022
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
ECCV 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts
CVPR 2021
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization
EMNLP 2021
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection
ICCV 2021
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation
NeurIPS 2021
Robust Visual Reasoning via Language Guided Neural Module Networks
NeurIPS 2021
Telling the What While Pointing to the Where: Multimodal Queries for Image Retrieval
ICCV 2021
Connecting Vision and Language with Localized Narratives
ECCV 2020
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering
EMNLP 2019
Multi-Task Learning for Sequence Tagging: An Empirical Study
COLING 2018
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning
ICCV 2017
Synthesized Classifiers for Zero-Shot Learning
CVPR 2016
Similarity Component Analysis
NeurIPS 2013