SooHwan Eom
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Keywords
reinforcement learning
(2)
policy optimization
(1)
autoregressive generation
(1)
multimodal learning
(1)
human feedback
(1)
state space model
(1)
language model
(1)
vision-language model
(1)
multimodal large language model
(1)
advantage estimation
(1)
cross-attention mechanism
(1)
visual token compression
(1)
exposure bia
(1)
continuous reward
(1)
token compression
(1)
text-to-text transfer transformer
(1)
byte-level model
(1)
vision-language reasoning
(1)
token-level reward
(1)
skill decomposition
(1)
Papers
PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning
CVPR 2026
SiamCTC: Learning Speech Representations through Monotonic Temporal Alignment
Interspeech 2025
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM
EMNLP 2024
TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback
ACL 2024
Mitigating the Exposure Bias in Sentence-Level Grapheme-to-Phoneme (G2P) Transduction
Interspeech 2023