Skip to content
conftrace_

Jing Yu Koh

16 papers · 2018–2025 · 10 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

Jump to papers ↓
+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (25) 🌍 Conference Polyglot Β· Gold πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🧬 Topic Evolution πŸ† Grand Slam πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (5) πŸ—ƒοΈ Keyword Collector (67)

Venues

ECCV (3) ICLR (3) CVPR (2) ICCV (2) AAAI (1) ACL (1) ICML (1) IJCAI (1) NeurIPS (1) WACV (1)

Top co-authors

Jason Baldridge (6) Yinfei Yang (5) Honglak Lee (5) Daniel Fried (4) Han Zhang (4) Peter Anderson (3) Ruslan Salakhutdinov (3) Duc Thanh Nguyen (2) Quang-Trung Truong (2) Austin Waters (2)

Research topics

Artificial Intelligence (7) Computer Vision (7) Generation (6) Machine Learning (5) Core AI (5) Deep Learning (4) Models (3) Processing (3) Natural Language Processing (2) Architectures (2) Core Methods (2) Learning Types (2) Resources & Methods (2) Reinforcement Learning (1) Robotics (1)

Keywords

text-to-image generation (3) generative model (2) multimodal agent (2) image generation (2) multimodal learning (2) vision-language navigation (2) probabilistic modeling (1) text-to-image synthesis (1) zero-shot learning (1) video prediction (1) scene understanding (1) data augmentation (1) in-context learning (1) adversarial robustness (1) visual grounding (1) cross-modal learning (1) depth estimation (1) imitation learning (1) cross-modal retrieval (1) vision transformer (1)

Papers

Dissecting Adversarial Robustness of Multimodal LM Agents ICLR 2025 OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web ECCV 2024 VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks ACL 2024 A New Path: Scaling Vision-and-Language Navigation With Synthetic Instructions and Imitation Learning CVPR 2023 Generating Images with Multimodal Language Models NeurIPS 2023 Grounding Language Models to Images for Multimodal Inputs and Outputs ICML 2023 Simple and Effective Synthesis of Indoor 3D Scenes AAAI 2023 VQ3D: Learning a 3D-Aware Generative Model on ImageNet ICCV 2023 Vector-quantized Image Modeling with Improved VQGAN ICLR 2022 Cross-Modal Contrastive Learning for Text-to-Image Generation CVPR 2021 Pathdreamer: A World Model for Indoor Navigation ICCV 2021 Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction ICLR 2021 Text-to-Image Generation Grounded by Fine-Grained User Attention WACV 2021 SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information ECCV 2020 Improving Customer Satisfaction in Bike Sharing Systems through Dynamic Repositioning IJCAI 2019 Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data ECCV 2018