← Authors

Seunghoon Hong

39 papers · 2013–2025 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (8) πŸ—ΊοΈ Taxonomy Completionist (71) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8) 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (11) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (158) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) πŸ’Ž Century Club (39) ⚑ Prolific Year (6)

Conferences

NIPS (11) CVPR (7) ICLR (6) ECCV (4) ICCV (4) AAAI (3) ICML (2) WACV (2)

Top co-authors

Honglak Lee (11) Jinwoo Kim (10) Bohyung Han (7) Donggyun Kim (5) Kee-eung Kim (4) Suha Kwak (4) Sungjun Cho (4) Jaehoon Yoo (4) Seongwoong Cho (4) Semin Kim (3)

Keywords

semantic segmentation (5) image classification (3) graph neural network (3) transfer learning (2) vision transformer (2) object tracking (2) semantic layout (2) convolutional neural network (2) efficient computing (2) image generation (2) permutation invariance (2) unsupervised learning (2) latent representation (2) variational inference (2) ordinal regression (1) domain generalization (1) imitation learning (1) embedding space (1) few-shot learning (1) representation learning (1)

Papers

3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation AAAI 2025
Feature Augmentation Based Test-Time Adaptation WACV 2025
Revisiting Random Walks for Learning on Graphs ICLR 2025
Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild ECCV 2024
Learning to Compose: Improving Object Centric Learning by Injecting Compositionality ICLR 2024
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers NIPS 2024
Simulation-Free Training of Neural ODEs on Paired Data NIPS 2024
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control NIPS 2024
MetaWeather: Few-Shot Weather-Degraded Image Restoration ECCV 2024
Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching ICLR 2023
Information-Theoretic State Space Model for Multi-View Reinforcement Learning ICML 2023
Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance NIPS 2023
Towards End-to-End Generative Modeling of Long Videos With Memory-Efficient Bidirectional Transformers CVPR 2023
Part-Based Pseudo Label Refinement for Unsupervised Person Re-Identification CVPR 2022
Pure Transformers are Powerful Graph Learners NIPS 2022
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost NIPS 2022
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information AAAI 2022
Equivariant Hypergraph Neural Networks ECCV 2022
Multi-Task Processes ICLR 2022
Improving Unsupervised Image Clustering With Robust Learning CVPR 2021
Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction ICLR 2021
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data CVPR 2021
Multi-View Representation Learning via Total Correlation Objective NIPS 2021
Transformers Generalize DeepSets and Can be Extended to Graphs & Hypergraphs NIPS 2021
Neural Contrast Enhancement of CT Image WACV 2021
High-Fidelity Synthesis with Disentangled Representation ECCV 2020
Variational Interaction Information Maximization for Cross-domain Disentanglement NIPS 2020
Residual Neural Processes AAAI 2020
Diversity-Sensitive Conditional Generative Adversarial Networks ICLR 2019
Adversarial Defense via Learning to Generate Diverse Attacks ICCV 2019
Learning Hierarchical Semantic Image Manipulation through Structured Representations NIPS 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis CVPR 2018
Weakly Supervised Semantic Segmentation Using Web-Crawled Videos CVPR 2017
Learning Transferrable Knowledge for Semantic Segmentation With Deep Convolutional Neural Network CVPR 2016
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation NIPS 2015
Learning Deconvolution Network for Semantic Segmentation ICCV 2015
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network ICML 2015
Joint Segmentation and Pose Tracking of Human in Natural Videos ICCV 2013
Orderless Tracking through Model-Averaged Posterior Estimation ICCV 2013