Wei-Chen Chiu

38 papers · 2013–2025 · 9 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (4)

🐝 Cross-Pollinator (4) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (72) 🏆 Grand Slam 🧬 Topic Evolution 🔥 Unstoppable (9) 📈 Trend Setter ⚡ Prolific Year (5) 💎 Century Club (38) 🗃️ Keyword Collector (154) 🚀 Conference Pioneer

Conferences

CVPR (12) WACV (8) ICCV (6) ECCV (4) AAAI (2) ICLR (2) NIPS (2) ICML (1) UAI (1)

Top co-authors

Ching-Chun Huang (8) Yi-Hsuan Tsai (8) Pin-Yu Chen (4) Mario Fritz (3) Chia-Ni Lu (3) Hung-Yu Tseng (3) Zunzhi You (2) Ya-Chu Chang (2) Yu-Lun Liu (2) Yu-Hsuan Yeh (2)

Research topics

Robotics (1)

Keywords

image restoration (4) diffusion model (3) depth estimation (3) novel view synthesis (3) neural radiance field (3) unsupervised learning (3) image generation (3) feature disentanglement (3) generative model (3) feature fusion (2) domain adaptation (2) representation learning (2) semantic segmentation (2) differentiable rendering (2) transfer learning (2) image translation (2) self-supervised learning (2) multimodal learning (2) optical flow (2) convolutional neural network (2)

Papers

Boosting Diffusion Guidance via Learning Degradation-Aware Models for Blind Super Resolution WACV 2025 DynFaceRestore: Balancing Fidelity and Quality in Diffusion-Guided Blind Face Restoration with Dynamic Blur-Level Mapping and Guidance ICCV 2025 RC-AutoCalib: An End-to-End Radar-Camera Automatic Calibration Network CVPR 2025 Boost Self-Supervised Dataset Distillation via Parameterization, Predefined Augmentation, and Approximation ICLR 2025 StealthAttack: Robust 3D Gaussian Splatting Poisoning via Density-Guided Illusions ICCV 2025 Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts ICML 2024 MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024 T2Vs Meet VLMs: A Scalable Multimodal Dataset for Visual Harmfulness Recognition NIPS 2024 Improving Robustness for Joint Optimization of Camera Pose and Decomposed Low-Rank Tensorial Radiance Fields AAAI 2024 Best of Both Worlds: Learning Arbitrary-Scale Blind Super-Resolution via Dual Degradation Representations and Cycle-Consistency WACV 2024 Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where WACV 2024 Adaptively-Realistic Image Generation From Stroke and Sketch With Diffusion Model WACV 2023 TransTIC: Transferring Transformer-based Image Compression from Human Perception to Machine Perception ICCV 2023 Multimodal Prompting With Missing Modalities for Visual Recognition CVPR 2023 Scalable Spatial Memory for Scene Rendering and Navigation AAAI 2023 3D-PL: Domain Adaptive Depth Estimation with 3D-Aware Pseudo-Labeling ECCV 2022 Vector Quantized Image-to-Image Translation ECCV 2022 Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis NIPS 2022 MAML is a Noisy Contrastive Learner in Classification ICLR 2022 Stylizing 3D Scene via Implicit Representation and HyperNetwork WACV 2022 Towards Interpretable Deep Networks for Monocular Depth Estimation ICCV 2021 Dual-Stream Fusion Network for Spatiotemporal Video Super-Resolution WACV 2021 An unsupervised video game playstyle metric via state discretization UAI 2021 LED2-Net: Monocular 360deg Layout Estimation via Differentiable Depth Rendering CVPR 2021 Bridging the Visual Gap: Wide-Range Image Blending CVPR 2021 Learning Facial Representations From the Cycle-Consistency of Face ICCV 2021 Single Image Reflection Removal With Edge Guidance, Reflection Classifier, and Recurrent Decomposition WACV 2021 Colorization of Depth Map via Disentanglement ECCV 2020 Time Flies: Animating a Still Image With Time-Lapse Video As Reference CVPR 2020 BiFuse: Monocular 360 Depth Estimation via Bi-Projection Fusion CVPR 2020 Self-Contained Stylization via Steganography for Reverse and Serial Style Transfer WACV 2020 All About Structure: Adapting Structural Information Across Domains for Boosting Semantic Segmentation CVPR 2019 Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence CVPR 2019 Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation CVPR 2018 Summarizing First-Person Videos from Third Persons' Points of View ECCV 2018 STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling CVPR 2017 See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG ICCV 2015 Multi-class Video Co-segmentation with a Generative Multi-video Model CVPR 2013