Adam Botach
4 papers · 2022–2026 · 3 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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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Computer Vision
(2)
Analysis
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Reinforcement Learning
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Techniques
(1)
Keywords
reinforcement learning
(1)
video segmentation
(1)
knowledge distillation
(1)
video understanding
(1)
referring expression
(1)
visual grounding
(1)
instance segmentation
(1)
language grounding
(1)
vision-language model
(1)
multimodal reasoning
(1)
mode collapse
(1)
multimodal transformer
(1)
group relative policy optimization
(1)
confidence score
(1)
temporal context
(1)
video object segmentation
(1)
teacher network
(1)
instance tracking
(1)
large language model
(1)
output diversity
(1)
Papers
Scene-VLM: Multimodal Video Scene Segmentation via Vision-Language Models
CVPR 2026
Distilling the Knowledge in Data Pruning
ICML 2025
Group-Aware Reinforcement Learning for Output Diversity in Large Language Models
EMNLP 2025
End-to-End Referring Video Object Segmentation With Multimodal Transformers
CVPR 2022