Chen Change Loy
Professor
Works on computer vision and deep learning, focusing on image and video restoration and enhancement, creative content generation and representation learning.
Chen Change Loy's lab at NTU works on video understanding, computational imaging & photography and generative & foundation models. 130 papers since 2023, 117 at top venues, mostly CVPR and ICCV. 12 PhD students. 36 alumni.
At a glance
- papers, 2023–2026
- 34/ year
- at T1 venues
- 90%
- PhD students
- 12
- MS students
- 0
- alumni listed
- 36
Papers by yearfrom the lab homepage, 2023–2026
- 19 papers2026 · T1 19 · collecting
- 30 papers2025 · T1 26
- 36 papers2024 · T1 34
- 45 papers2023 · T1 38
T1 venuesOtherVenues: CVPR, ICCV, TPAMI, IJCV, ICLR
Research focuspaper titles that use each topic's words
- Video understanding29 papers
- Generative & foundation models13 papers
- Computational imaging & photography3 papers
- video restoration2 papers
- content generation0 papers
Paper list
From the lab homepage.
202619 papers
- ICML (T1)4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere
- IJCV (T1)AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation
- NeurIPS (T1)AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer
- TPAMI (T1)CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment
- ICML (T1)Direct 3D-Aware Object Insertion via Decomposed Visual Proxies
- TOG (T1)Generate Your Talking Avatar from Video Reference
- ECCV (T1)HippoCamp: Benchmarking Contextual Agents on Personal Computers
- ICLR (T1)Next Visual Granularity Generation
- IJCV (T1)ObjCtrl-2.5D: Training-free Object Control with Camera Poses
- TPAMI (T1)Paint Bucket Colorization Using Anime Character Color Design Sheets
- IJCV (T1)Point-In-Context: Understanding Point Cloud via In-Context Learning
- IJCV (T1)PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds
202530 papers
- CVPR (T1)3DEnhancer: Consistent Multi-View Diffusion for 3D Enhancement
- CVPR (T1)Arbitrary-steps Image Super-resolution via Diffusion Inversion
- IJCV (T1)Control Color: Multimodal Diffusion-based Interactive Image Colorization
- NeurIPS (T1)Controllable Human-centric Keyframe Interpolation with Generative Prior
- ICLR (T1)Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
- In K. Zhou, Z. Liu, P. Gao (Eds.), Large Vision-Language Models, SpringerDifferentiable Prompt Learning for Vision-Language Models
- CVPR (T1)DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting
- TCSVTDST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection
- IJCV (T1)E3DGE: Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion
- IJCV (T1)EdgeSAM: Prompt-In-the-Loop Distillation for SAM
- CVPR (T1)EdgeTAM: On-Device Track Anything Model
- TPAMI (T1)Enhanced Generative Structure Prior for Chinese Text Image Super-resolution
202436 papers
- ICLR (T1)Adaptive Window Pruning for Efficient Local Motion Deblurring
- AAAI (T1)CLIM: Contrastive Language-Image Mosaic for Region Representation
- ICLR (T1)CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
- IJCV (T1)Contextual Object Detection with Multimodal Large Language Models
- TPAMI (T1)DifFace: Blind Face Restoration with Diffused Error Contraction
- CVPR (T1)Digital Life Project: Autonomous 3D Characters with Social Intelligence
- ICLR (T1)Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment
- TPAMI (T1)Efficient Diffusion Model for Image Restoration by Residual Shifting
- ECCV (T1)Eliminating Feature Ambiguity for Few-Shot Segmentation
- IJCV (T1)Exploiting Diffusion Prior for Real-World Image Super-Resolution
- TPAMI (T1)Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond
- CVPR (T1)FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation
202345 papers
- CVPR (T1)Aligning Bag of Regions for Open-Vocabulary Object Detection
- TPAMI (T1)Bailando++: 3D Dance GPT with Choreographic Memory
- CVPRWBeautyREC: Robust, Efficient, and Content-preserving Makeup Transfer
- ICCV (T1)Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation
- CVPR (T1)CelebV-Text: A Large-Scale Facial Text-Video Dataset
- Pattern RecognitionComputation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup
- CVPR (T1)Correlational Image Modeling for Self-Supervised Visual Pre-Training
- IJCV (T1)Correspondence Distillation from NeRF-based GAN
- ICCV (T1)Deep Geometrized Cartoon Line Inbetweening
- ICCV (T1)DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields
- ICCV (T1)DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering
- ICLR (T1)Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement
Where alumni went36 listed
Apply to NTUFall 2027
Not announced yet
Computing and Data Science PhD
- Round
- Main
- Opens
- —
- GRE
- not required
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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