Sivan Doveh
13 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (32)
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Topic Evolution
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Dynamic Duo
(10)
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Century Club · Bronze
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Research topics
Artificial Intelligence
(10)
Core AI
(9)
Machine Learning
(7)
Learning Types
(5)
Computer Vision
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Analysis
(3)
Learning Paradigms
(3)
Architectures
(2)
Core Methods
(2)
Resources & Methods
(2)
Application Areas
(1)
Applications · Computer Vision
(1)
Applications · Natural Language Processing
(1)
Keywords
vision-language model
(7)
visual question answering
(4)
compositional reasoning
(3)
object localization
(2)
multimodal learning
(2)
weakly supervised learning
(2)
zero-shot learning
(2)
benchmark evaluation
(2)
scene understanding
(1)
in-context learning
(1)
transfer learning
(1)
question answering
(1)
image segmentation
(1)
semantic analysis
(1)
neural architecture search
(1)
gradient-based optimization
(1)
network pruning
(1)
visual grounding
(1)
test-time adaptation
(1)
object recognition
(1)
Papers
TTRV: Test-Time Reinforcement Learning for Vision Language Models
CVPR 2026
VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes
CVPR 2026
LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content
ICLR 2025
Teaching VLMs to Localize Specific Objects from In-context Examples
ICCV 2025
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
NeurIPS 2024
Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs
ECCV 2024
NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning
EMNLP 2024
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
NeurIPS 2023
Going Beyond Nouns With Vision & Language Models Using Synthetic Data
ICCV 2023
Teaching Structured Vision & Language Concepts to Vision & Language Models
CVPR 2023
Detector-Free Weakly Supervised Grounding by Separation
ICCV 2021
StarNet: towards Weakly Supervised Few-Shot Object Detection
AAAI 2021
ASAP: Architecture Search, Anneal and Prune
AISTATS 2020