Eunseop Yoon
18 papers · 2022–2026 · 8 venues · across top CS/AI venues
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (43) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (16)
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Research topics
Machine Learning
(10)
Artificial Intelligence
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Deep Learning
(6)
Core AI
(6)
Natural Language Processing
(5)
Application Areas
(4)
Generation
(4)
Learning Types Β· Deep Learning
(4)
Optimization & Theory
(4)
Applications
(3)
Learning Types Β· Machine Learning
(3)
Speech & Audio
(2)
Architectures
(2)
Recognition
(2)
Computer Vision
(1)
Keywords
reinforcement learning
(2)
large language model
(2)
video-grounded dialogue
(2)
data augmentation
(2)
test-time adaptation
(2)
language model
(2)
prompt tuning
(2)
policy optimization
(1)
attention mechanism
(1)
few-shot learning
(1)
self-supervised learning
(1)
direct preference optimization
(1)
speech recognition
(1)
word sense disambiguation
(1)
neural network training
(1)
text generation
(1)
response generation
(1)
model calibration
(1)
autoregressive generation
(1)
dialogue generation
(1)
Papers
PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning
CVPR 2026
Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models
ICLR 2025
ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization
ICML 2025
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation
ECCV 2024
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion
ICLR 2024
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition
Interspeech 2024
SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation
AAAI 2024
TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback
ACL 2024
Efficient Latent Variable Modeling for Knowledge-Grounded Dialogue Generation
EMNLP 2023
ESD: Expected Squared Difference as a Tuning-Free Trainable Calibration Measure
ICLR 2023
HEAR: Hearing Enhanced Audio Response for Video-grounded Dialogue
EMNLP 2023
INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition
ACL 2023
Mitigating the Exposure Bias in Sentence-Level Grapheme-to-Phoneme (G2P) Transduction
Interspeech 2023
One-Shot and Few-Shot Exemplification Modeling
EMNLP 2023
One-Shot Exemplification Modeling via Latent Sense Representations
ACL 2023
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue
EMNLP 2022
Selective Query-Guided Debiasing for Video Corpus Moment Retrieval
ECCV 2022
SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation
EMNLP 2022