Chang D. Yoo
50 papers · 2011–2026 · 10 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(23)
Deep Learning
(20)
Computer Vision
(17)
Artificial Intelligence
(15)
Core AI
(13)
Architectures
(12)
Optimization & Theory
(11)
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(8)
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(7)
Learning Types Β· Deep Learning
(7)
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(6)
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(5)
Keywords
video understanding
(5)
multimodal learning
(4)
question answering
(4)
vision-language model
(3)
contrastive learning
(3)
continual learning
(3)
attention mechanism
(3)
neural network
(3)
diffusion model
(3)
instance segmentation
(2)
catastrophic forgetting
(2)
representation learning
(2)
test-time adaptation
(2)
gaussian process
(2)
few-shot learning
(2)
self-supervised learning
(2)
visual question answering
(2)
data augmentation
(2)
speech processing
(2)
automatic speech recognition
(2)
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
Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models
ICML 2025
FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields
ICML 2025
ITA-MDT: Image-Timestep-Adaptive Masked Diffusion Transformer Framework for Image-Based Virtual Try-On
CVPR 2025
MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation
ICLR 2025
Occlusion-robust Stylization for Drawing-based 3D Animation
ICCV 2025
SiamCTC: Learning Speech Representations through Monotonic Temporal Alignment
Interspeech 2025
TARO: Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning for Synchronized Video-to-Audio Synthesis
ICCV 2025
The Interspeech 2025 Speech Accessibility Project Challenge
Interspeech 2025
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation
ECCV 2024
Cross-view Masked Diffusion Transformers for Person Image Synthesis
ICML 2024
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion
ICLR 2024
DNI: Dilutional Noise Initialization for Diffusion Video Editing
ECCV 2024
FlexiEdit: Frequency-Aware Latent Refinement for Enhanced Non-Rigid Editing
ECCV 2024
FRAG: Frequency Adapting Group for Diffusion Video Editing
ICML 2024
Implicit Steganography Beyond the Constraints of Modality
ECCV 2024
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition
Interspeech 2024
Progressive Fourier Neural Representation for Sequential Video Compilation
ICLR 2024
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM
EMNLP 2024
Querying Easily Flip-flopped Samples for Deep Active Learning
ICLR 2024
SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation
AAAI 2024
TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation
NeurIPS 2024
ESD: Expected Squared Difference as a Tuning-Free Trainable Calibration Measure
ICLR 2023
Mitigating the Exposure Bias in Sentence-Level Grapheme-to-Phoneme (G2P) Transduction
Interspeech 2023
One-Shot Exemplification Modeling via Latent Sense Representations
ACL 2023
On the Soft-Subnetwork for Few-Shot Class Incremental Learning
ICLR 2023
SCANet: Scene Complexity Aware Network for Weakly-Supervised Video Moment Retrieval
ICCV 2023
Decoupled Adversarial Contrastive Learning for Self-Supervised Adversarial Robustness
ECCV 2022
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo
CVPR 2022
Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold
AAAI 2022
Forget-free Continual Learning with Winning Subnetworks
ICML 2022
Frame-Level Stutter Detection
Interspeech 2022
How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning
ICLR 2022
Selective Query-Guided Debiasing for Video Corpus Moment Retrieval
ECCV 2022
SoftGroup for 3D Instance Segmentation on Point Clouds
CVPR 2022
SCNet: Training Inference Sample Consistency for Instance Segmentation
AAAI 2021
Semantic Grouping Network for Video Captioning
AAAI 2021
Structured Co-reference Graph Attention for Video-grounded Dialogue
AAAI 2021
Learning Augmentation Network via Influence Functions
CVPR 2020
Modality Shifting Attention Network for Multi-Modal Video Question Answering
CVPR 2020
VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval
ECCV 2020
Edge-Labeling Graph Neural Network for Few-Shot Learning
CVPR 2019
Progressive Attention Memory Network for Movie Story Question Answering
CVPR 2019
Pivot Correlational Neural Network for Multimodal Video Categorization
ECCV 2018
Dense Image Registration and Deformable Surface Reconstruction in Presence of Occlusions and Minimal Texture
ICCV 2015
Face Alignment Using Cascade Gaussian Process Regression Trees
CVPR 2015
Phoneme Classification using Constrained Variational Gaussian Process Dynamical System
NeurIPS 2012
Higher-Order Correlation Clustering for Image Segmentation
NeurIPS 2011